{"id":10673,"date":"2023-12-28T21:24:14","date_gmt":"2023-12-28T17:54:14","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/"},"modified":"2023-12-28T21:24:14","modified_gmt":"2023-12-28T17:54:14","slug":"%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/","title":{"rendered":"\u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\" >\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%be%db%8c%d8%b4_%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\" >\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d8%b5%d8%a8_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%85%d8%ae%d8%b2%d9%86_%d8%a8%d8%b3%d8%aa%d9%87_apt\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_gcc_%d9%88_%d8%b3%d8%a7%db%8c%d8%b1_%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d8%b3%d8%a7%d8%ae%d8%aa\" >\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#cuda_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_%d8%a7%d8%b2_%d9%85%d8%ae%d8%b2%d9%86_%d8%b1%d8%b3%d9%85%db%8c_%d8%a8%d8%b3%d8%aa%d9%87_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%aa%d8%b3%d8%aa_%da%a9%d8%b1%d8%af%d9%86_%d8%a7%da%af%d8%b1_cuda_%d8%a8%d8%a7_%d9%85%d9%88%d9%81%d9%82%db%8c%d8%aa_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a8%d8%a7%d8%b4%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u062a\u0633\u062a \u06a9\u0631\u062f\u0646 \u0627\u06af\u0631 CUDA \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86%d8%8c_%da%a9%d8%a7%d9%85%d9%be%d8%a7%db%8c%d9%84_%d9%88_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d8%b3%d8%a7%d8%af%d9%87_cuda\" >\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div id=\"wpbody\">\u0634\u06a9\u0644 \u06a9\u0627\u0645\u0644 CUDA\u060c Compute Unified Device Architecture \u0627\u0633\u062a.  CUDA \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0648\u0627\u0632\u06cc \u0648 \u0645\u062f\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 NVIDIA \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA (GPU) \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0646\u06cc\u0632.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\"><\/span>\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li><a href=\"#b1\" class=\"broken_link\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/a><\/li>\n<li><a href=\"#b2\" class=\"broken_link\">\u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#b3\" class=\"broken_link\">\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<\/a><\/li>\n<li><a href=\"#b4\" class=\"broken_link\">\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a<\/a><\/li>\n<li><a href=\"#b5\" class=\"broken_link\">\u0646\u0635\u0628 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#b6\" class=\"broken_link\">\u062a\u0633\u062a \u06a9\u0631\u062f\u0646 \u0627\u06af\u0631 CUDA \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#b7\" class=\"broken_link\">\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<\/a><\/li>\n<li><a href=\"#b8\" class=\"broken_link\">\u0646\u062a\u06cc\u062c\u0647<\/a><\/li>\n<\/ol>\n<h2 id=\"b1\"><span class=\"ez-toc-section\" id=\"%d9%be%db%8c%d8%b4_%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\"><\/span>\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0631\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 Ubuntu 22.04 LTS\u060c \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f:<\/p>\n<ol>\n<li>\u06cc\u06a9 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627.<\/li>\n<li>\u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9 NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627<\/li>\n<\/ol>\n<h2 id=\"b2\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%b5%d8%a8_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span>\u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0627\u06cc\u062f \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u06a9\u0631\u062f CUDA.  \u0627\u06af\u0631 \u0647\u0646\u0648\u0632 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0631\u0627 \u0646\u0635\u0628 \u0646\u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0648 \u0627\u06af\u0631 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0647 \u06a9\u0645\u06a9 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u06cc \u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<h2 id=\"b3\"><span class=\"ez-toc-section\" id=\"%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%85%d8%ae%d8%b2%d9%86_%d8%a8%d8%b3%d8%aa%d9%87_apt\"><\/span>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0633 \u0627\u0632 \u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"328\" height=\"74\" class=\"alignnone size-full wp-image-318807\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 328w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-1-300x68.png 300w\" data-lazy-sizes=\"(max-width: 328px) 100vw, 328px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"328\" height=\"74\" class=\"alignnone size-full wp-image-318807\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 328w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-1-300x68.png 300w\" sizes=\"(max-width: 328px) 100vw, 328px\" title=\"\"><\/p>\n<p>\u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0632 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" fetchpriority=\"high\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"236\" class=\"alignnone size-full wp-image-318808\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786047_863_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-2-300x113.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786047_863_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" fetchpriority=\"high\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786047_863_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"236\" class=\"alignnone size-full wp-image-318808\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786047_863_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-2-300x113.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<h2 id=\"b4\"><span class=\"ez-toc-section\" id=\"%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_gcc_%d9%88_%d8%b3%d8%a7%db%8c%d8%b1_%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d8%b3%d8%a7%d8%ae%d8%aa\"><\/span>\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f GCC \u0648 \u0686\u0646\u062f \u0627\u0628\u0632\u0627\u0631 \u0633\u0627\u062e\u062a \u062f\u06cc\u06af\u0631 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 GCC \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> \u0633\u0627\u062e\u062a \u0636\u0631\u0648\u0631\u06cc<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"484\" height=\"80\" class=\"alignnone size-full wp-image-318809\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_43_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 484w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-3-300x50.png 300w\" data-lazy-sizes=\"(max-width: 484px) 100vw, 484px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_43_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_43_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"484\" height=\"80\" class=\"alignnone size-full wp-image-318809\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_43_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 484w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-3-300x50.png 300w\" sizes=\"(max-width: 484px) 100vw, 484px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0646\u0635\u0628\u060c \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong>Y<\/strong> \u0648 \u0633\u067e\u0633 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><\u0648\u0631\u0648\u062f><\/strong>.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"312\" class=\"alignnone size-full wp-image-318810\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_87_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-4-300x150.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_87_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_87_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"312\" class=\"alignnone size-full wp-image-318810\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786048_87_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-4-300x150.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>GCC  \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u062d\u0627\u0644 \u062f\u0627\u0646\u0644\u0648\u062f \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"274\" class=\"alignnone size-full wp-image-318811\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_175_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-5-300x132.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_175_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_175_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"274\" class=\"alignnone size-full wp-image-318811\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_175_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-5-300x132.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>GCC  \u0648 \u067e\u06a9\u06cc\u062c \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"319\" class=\"alignnone size-full wp-image-318812\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_472_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-6-300x153.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_472_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_472_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"319\" class=\"alignnone size-full wp-image-318812\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_472_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-6-300x153.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>GCC  \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u06a9\u0631\u062f CUDA \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"319\" class=\"alignnone size-full wp-image-318813\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_40_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-7-300x153.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_40_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_40_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"319\" class=\"alignnone size-full wp-image-318813\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786049_40_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-7-300x153.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 GCC \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631\u0647\u0627\u06cc C \u0648 C++\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">$ <span class=\"kw2\">gcc<\/span> <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/p>\n<p>$ <span class=\"kw2\">g++<\/span> <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"268\" class=\"alignnone size-full wp-image-318814\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_29_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-8-300x129.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_29_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_29_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"268\" class=\"alignnone size-full wp-image-318814\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_29_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-8-300x129.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<h2 id=\"b5\"><span class=\"ez-toc-section\" id=\"cuda_%d8%b1%d8%a7_%d9%86%d8%b5%d8%a8_%da%a9%d9%86%db%8c%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_%d8%a7%d8%b2_%d9%85%d8%ae%d8%b2%d9%86_%d8%b1%d8%b3%d9%85%db%8c_%d8%a8%d8%b3%d8%aa%d9%87_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span>CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> nvidia-cuda-toolkit nvidia-cuda-toolkit-gcc<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"74\" class=\"alignnone size-full wp-image-318815\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_744_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-9-300x36.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_744_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_744_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"74\" class=\"alignnone size-full wp-image-318815\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_744_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-9-300x36.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0646\u0635\u0628\u060c \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong>Y<\/strong> \u0648 \u0633\u067e\u0633 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><\u0648\u0631\u0648\u062f><\/strong>.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"320\" class=\"alignnone size-full wp-image-318816\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_382_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-10-300x154.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_382_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_382_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"320\" class=\"alignnone size-full wp-image-318816\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_382_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-10-300x154.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>CUDA \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u062d\u0627\u0644 \u062f\u0627\u0646\u0644\u0648\u062f \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"316\" class=\"alignnone size-full wp-image-318817\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_271_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-11-300x152.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_271_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_271_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"316\" class=\"alignnone size-full wp-image-318817\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786050_271_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-11-300x152.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>CUDA \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"316\" class=\"alignnone size-full wp-image-318818\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_416_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-12-300x152.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_416_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_416_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"316\" class=\"alignnone size-full wp-image-318818\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_416_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-12-300x152.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>CUDA \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0642\u0637\u0647 \u0646\u0635\u0628 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"317\" class=\"alignnone size-full wp-image-318819\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_192_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-13-300x152.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_192_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_192_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"317\" class=\"alignnone size-full wp-image-318819\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786051_192_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-13-300x152.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<h2 id=\"b6\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b3%d8%aa_%da%a9%d8%b1%d8%af%d9%86_%d8%a7%da%af%d8%b1_cuda_%d8%a8%d8%a7_%d9%85%d9%88%d9%81%d9%82%db%8c%d8%aa_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a8%d8%a7%d8%b4%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span>\u062a\u0633\u062a \u06a9\u0631\u062f\u0646 \u0627\u06af\u0631 CUDA \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 CUDA \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>nvcc <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"351\" height=\"76\" class=\"alignnone size-full wp-image-318820\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_393_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 351w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-14-300x65.png 300w\" data-lazy-sizes=\"(max-width: 351px) 100vw, 351px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_393_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_393_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"351\" height=\"76\" class=\"alignnone size-full wp-image-318820\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_393_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 351w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-14-300x65.png 300w\" sizes=\"(max-width: 351px) 100vw, 351px\" title=\"\"><\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f CUDA \u0646\u0633\u062e\u0647 11.5 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0627<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"570\" height=\"201\" class=\"alignnone size-full wp-image-318821\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 570w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-15-300x106.png 300w\" data-lazy-sizes=\"(max-width: 570px) 100vw, 570px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"570\" height=\"201\" class=\"alignnone size-full wp-image-318821\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 570w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-15-300x106.png 300w\" sizes=\"(max-width: 570px) 100vw, 570px\" title=\"\"><\/p>\n<h2 id=\"b7\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86%d8%8c_%da%a9%d8%a7%d9%85%d9%be%d8%a7%db%8c%d9%84_%d9%88_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d8%b3%d8%a7%d8%af%d9%87_cuda\"><\/span>\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062d\u0627\u0644\u0627 \u06a9\u0647 CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u0634\u0645\u0627\u060c \u0631\u0648\u0634 \u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 CUDA &#8220;hello world&#8221; \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f (\u062f\u0631 <strong>~\/\u06a9\u062f\u0647\u0627<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f).  \u0622\u0646 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u06a9\u062f \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f:<\/p>\n<p><em>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/em>: \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 CUDA \u0628\u0627 \u067e\u0633\u0648\u0646\u062f \u00abcu.\u00bb \u062e\u0627\u062a\u0645\u0647 \u0645\u06cc \u06cc\u0627\u0628\u0646\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co0\">#include <stdio.h><\/span><\/p>\n<p>__global__ void sayHello<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span> <span class=\"br0\">{<\/span><\/p>\n<p>    <span class=\"kw3\">printf<\/span><span class=\"br0\">(<\/span><span class=\"st0\">&#8220;\u0633\u0644\u0627\u0645 \u062f\u0646\u06cc\u0627 \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc!<span class=\"es1\">\\n<\/span>&#8220;<\/span><span class=\"br0\">)<\/span>;<br \/>\n<span class=\"br0\">}<\/span><\/p>\n<p>int main<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span> <span class=\"br0\">{<\/span><\/p>\n<p>   <span class=\"kw3\">printf<\/span><span class=\"br0\">(<\/span><span class=\"st0\">&#8220;\u0633\u0644\u0627\u0645 \u062f\u0646\u06cc\u0627 \u0627\u0632 CPU!<span class=\"es1\">\\n<\/span>&#8220;<\/span><span class=\"br0\">)<\/span>;<\/p>\n<p>   \u0633\u0644\u0627\u0645 \u0628\u0631\u0633\u0627\u0646<span class=\"sy0\"><<<<\/span><span class=\"nu0\">1<\/span>\u060c<span class=\"nu0\">1<\/span><span class=\"sy0\">>>><\/span><span class=\"br0\">(<\/span><span class=\"br0\">)<\/span>;<br \/>\n   cudaDeviceSynchronize<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span>;<\/p>\n<p>   <span class=\"kw3\">\u0628\u0631\u06af\u0634\u062a<\/span> <span class=\"nu0\">0<\/span>;<br \/>\n<span class=\"br0\">}<\/span><\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u060c \u0641\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"448\" class=\"alignnone size-full wp-image-318822\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-16-300x215.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"448\" class=\"alignnone size-full wp-image-318822\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-16-300x215.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u0628\u0631\u0646\u0627\u0645\u0647 CUDA\u060c \u06cc\u06a9 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0647 \u0622\u0646 \u0628\u0631\u0648\u06cc\u062f <strong>~\/\u06a9\u062f\u0647\u0627<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc (\u06cc\u0627 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0647 \u0641\u0627\u06cc\u0644 hello.cu \u0631\u0627 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f).<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw3\">\u0633\u06cc \u062f\u06cc<\/span> ~<span class=\"sy0\">\/<\/span>\u06a9\u062f\u0647\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"490\" height=\"100\" class=\"alignnone size-full wp-image-318823\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_98_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 490w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-17-300x61.png 300w\" data-lazy-sizes=\"(max-width: 490px) 100vw, 490px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_98_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_98_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"490\" height=\"100\" class=\"alignnone size-full wp-image-318823\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_98_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 490w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-17-300x61.png 300w\" sizes=\"(max-width: 490px) 100vw, 490px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">ls<\/span> <span class=\"re5\">-lh<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"132\" class=\"alignnone size-full wp-image-318824\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_456_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-18-300x63.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_456_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_456_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"132\" class=\"alignnone size-full wp-image-318824\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786052_456_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-18-300x63.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 CUDA &#8220;nvcc&#8221; \u0648 \u0627\u06cc\u062c\u0627\u062f &#8220;hello&#8221; \u0627\u062c\u0631\u0627\u06cc\u06cc\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>nvcc hello.cu <span class=\"re5\">-o<\/span> \u0633\u0644\u0627\u0645<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"495\" height=\"82\" class=\"alignnone size-full wp-image-318825\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_714_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 495w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-19-300x50.png 300w\" data-lazy-sizes=\"(max-width: 495px) 100vw, 495px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_714_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_714_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"495\" height=\"82\" class=\"alignnone size-full wp-image-318825\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_714_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 495w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-19-300x50.png 300w\" sizes=\"(max-width: 495px) 100vw, 495px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627\u06cc\u062f \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u062e\u0637\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u0648\u062f \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc\u06cc\/\u062f\u0648\u062f\u0648\u06cc\u06cc &#8220;hello&#8221; \u0628\u0627\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">ls<\/span> <span class=\"re5\">-lh<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"624\" height=\"138\" class=\"alignnone size-full wp-image-318826\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_321_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-20-300x66.png 300w\" data-lazy-sizes=\"(max-width: 624px) 100vw, 624px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_321_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_321_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"624\" height=\"138\" class=\"alignnone size-full wp-image-318826\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_321_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 624w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-20-300x66.png 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" title=\"\"><\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u062f\u0647 &#8220;hello&#8221; \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>.<span class=\"sy0\">\/<\/span>\u0633\u0644\u0627\u0645<\/div>\n<\/div>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"492\" height=\"87\" class=\"alignnone size-full wp-image-318827\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_215_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 492w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-21-300x53.png 300w\" data-lazy-sizes=\"(max-width: 492px) 100vw, 492px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_215_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_215_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"492\" height=\"87\" class=\"alignnone size-full wp-image-318827\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786053_215_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 492w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-21-300x53.png 300w\" sizes=\"(max-width: 492px) 100vw, 492px\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c CUDA \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627  \u062f\u0631 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0646\u0628\u0627\u06cc\u062f \u0645\u0634\u06a9\u0644\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/p>\n<p><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\" width=\"506\" height=\"149\" class=\"alignnone size-full wp-image-318828\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786054_880_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 506w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-22-300x88.png 300w\" data-lazy-sizes=\"(max-width: 506px) 100vw, 506px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786054_880_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786054_880_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\" width=\"506\" height=\"149\" class=\"alignnone size-full wp-image-318828\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703786054_880_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 506w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/04\/Install-CUDA-on-Ubuntu-22-300x88.png 300w\" sizes=\"(max-width: 506px) 100vw, 506px\" title=\"\"><\/p>\n<h2 id=\"b8\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.\n<\/p>\n<\/div>\n\n<div>\u0628\u0631\u0627\u06cc \u0646\u06af\u0627\u0631\u0634 \u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc GPT \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f <br \/>\n\u0644\u0637\u0641\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u062c\u0648\u062f \u0645\u0634\u06a9\u0644 \u062f\u0631 \u0645\u062a\u0646 \u06cc\u0627 \u0645\u0641\u0647\u0648\u0645 \u0646\u0628\u0648\u062f\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a\u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u06a9\u0645\u0647 \u06af\u0632\u0627\u0631\u0634 \u0646\u0648\u0634\u062a\u0627\u0631 \u06cc\u0627 \u062f\u0631\u062c \u0646\u0638\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0645\u0627 \u0631\u0627 \u0627\u0632 \u062c\u0632\u06cc\u06cc\u0627\u062a \u0645\u0634\u06a9\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0645\u0637\u0644\u0639 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0622\u0646 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u06cc\u0645\n<\/div>\n<p>\u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0634\u0627\u0631: 1402-12-28 21:24:03<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;10673&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0634\u06a9\u0644 \u06a9\u0627\u0645\u0644 CUDA\u060c Compute Unified Device Architecture \u0627\u0633\u062a. CUDA \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0648\u0627\u0632\u06cc \u0648 \u0645\u062f\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 NVIDIA \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA (GPU) \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":10674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2754,95],"tags":[422,1053,105,2759,2755],"class_list":["post-10673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ubuntu","category-linux","tag-ubuntu","tag-1053","tag-105","tag--ubuntu","tag---ubuntu"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=10673"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10673\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/10674"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=10673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=10673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=10673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}