{"id":13126,"date":"2024-01-01T01:48:02","date_gmt":"2023-12-31T22:18:02","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%88-20-04-lts\/"},"modified":"2024-01-01T01:48:02","modified_gmt":"2023-12-31T22:18:02","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%88-20-04-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%88-20-04-lts\/","title":{"rendered":"\u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04 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%88-20-04-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-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%88-20-04-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\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647:<\/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%88-20-04-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-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%88-20-04-lts\/#%d9%86%d8%b5%d8%a8_cuda_%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\" >\u0646\u0635\u0628 CUDA \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-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%88-20-04-lts\/#%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%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_nvidia\" >\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA<\/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%88-20-04-lts\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_hello_world_%d8%a8%d8%a7_cuda\" >\u0646\u0648\u0634\u062a\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 Hello World \u0628\u0627 CUDA<\/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%88-20-04-lts\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/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%88-20-04-lts\/#%d9%85%d9%86%d8%a7%d8%a8%d8%b9\" >\u0645\u0646\u0627\u0628\u0639<\/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\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div id=\"wpbody\">\n<p>\u0641\u0631\u0645 \u06a9\u0627\u0645\u0644 \u0627\u0632 <strong>CUDA<\/strong> \u0645\u062d\u0627\u0633\u0628\u0647 \u0627\u0633\u062a <strong>\u0645\u0639\u0645\u0627\u0631\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647<\/strong>.  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 \u0628\u0647 \u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\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\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04 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\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA.  \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u062e\u0648\u062f \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645.<\/p>\n<p><strong>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/strong><\/p>\n<ol>\n<li><a href=\"#a1\" class=\"broken_link\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/a><\/li>\n<li><a href=\"#a2\" class=\"broken_link\">\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647<\/a><\/li>\n<li><a href=\"#a3\" 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=\"#a4\" class=\"broken_link\">\u0646\u0635\u0628 CUDA \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=\"#a5\" class=\"broken_link\">\u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA<\/a><\/li>\n<li><a href=\"#a6\" class=\"broken_link\">\u0646\u0648\u0634\u062a\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 Hello World \u0628\u0627 CUDA<\/a><\/li>\n<li><a href=\"#a7\" class=\"broken_link\">\u0646\u062a\u06cc\u062c\u0647<\/a><\/li>\n<li><a href=\"#a8\" class=\"broken_link\">\u0645\u0646\u0627\u0628\u0639<\/a><\/li>\n<\/ol>\n<h2 id=\"a1\"><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>\u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639\u060c<\/p>\n<p>i) \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627.<\/p>\n<p>ii) \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 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\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\">lsmod<\/span> <span class=\"sy0\">|<\/span> <span class=\"kw2\">grep<\/span> nvidia<\/div>\n<\/div>\n<p><img decoding=\"async\" fetchpriority=\"high\" width=\"617\" height=\"88\" class=\"wp-image-154875\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 617w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-798-300x43.png 300w\" data-lazy-sizes=\"(max-width: 617px) 100vw, 617px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" fetchpriority=\"high\" width=\"617\" height=\"88\" class=\"wp-image-154875\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 617w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-798-300x43.png 300w\" sizes=\"(max-width: 617px) 100vw, 617px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u0645\u0627\u0698\u0648\u0644 \u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u062f\u0631\u0627\u06cc\u0648\u0631 NVIDIA \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0628\u0627\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1087\" height=\"276\" class=\"wp-image-154879\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060858_911_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1087w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-300x76.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-1024x260.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-768x195.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-810x206.png 810w\" data-lazy-sizes=\"(max-width: 1087px) 100vw, 1087px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060858_911_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1087\" height=\"276\" class=\"wp-image-154879\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060858_911_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060858_911_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1087w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-300x76.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-1024x260.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-768x195.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-801-810x206.png 810w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c NVIDIA command-line \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0627\u06cc\u062f \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f \u06a9\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>nvidia-smi<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1086\" height=\"705\" class=\"wp-image-154881\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060859_273_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1086w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-300x195.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-1024x665.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-768x499.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-810x526.png 810w\" data-lazy-sizes=\"(max-width: 1086px) 100vw, 1086px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060859_273_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1086\" height=\"705\" class=\"wp-image-154881\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060859_273_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060859_273_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1086w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-300x195.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-1024x665.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-768x499.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-802-810x526.png 810w\" sizes=\"(max-width: 1086px) 100vw, 1086px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0645\u0627\u0646\u0646\u062f <strong>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0633\u0631\u0648\u0631 NVIDIA X<\/strong> \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u06a9\u0627\u0631 \u06a9\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"828\" height=\"531\" class=\"wp-image-154886\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_293_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 828w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-810x519.png 810w\" data-lazy-sizes=\"(max-width: 828px) 100vw, 828px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_293_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"828\" height=\"531\" class=\"wp-image-154886\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_293_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_293_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 828w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-805-810x519.png 810w\" sizes=\"(max-width: 828px) 100vw, 828px\" alt=\"\" title=\"\"><\/p>\n<h2 id=\"a2\"><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\"><\/span>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u0631\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u06a9\u0631\u062f\u06cc\u062f\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\">sudo<\/span>  \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"470\" height=\"92\" class=\"wp-image-154889\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_786_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 470w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-809-300x59.png 300w\" data-lazy-sizes=\"(max-width: 470px) 100vw, 470px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_786_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"470\" height=\"92\" class=\"wp-image-154889\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_786_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060861_786_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 470w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-809-300x59.png 300w\" sizes=\"(max-width: 470px) 100vw, 470px\" alt=\"\" title=\"\"><\/p>\n<p>\u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0632 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"945\" height=\"331\" class=\"wp-image-154892\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060862_288_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 945w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-300x105.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-768x269.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-810x284.png 810w\" data-lazy-sizes=\"(max-width: 945px) 100vw, 945px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060862_288_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"945\" height=\"331\" class=\"wp-image-154892\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060862_288_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060862_288_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 945w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-300x105.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-768x269.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-811-810x284.png 810w\" sizes=\"(max-width: 945px) 100vw, 945px\" alt=\"\" title=\"\"><\/p>\n<h2 id=\"a3\"><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><strong>\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:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 CUDA \u06a9\u0627\u0631 \u06a9\u0646\u062f\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627.<\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f GCC \u0648 \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/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\" width=\"772\" height=\"84\" class=\"wp-image-154895\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060863_919_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 772w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-812-300x33.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-812-768x84.png 768w\" data-lazy-sizes=\"(max-width: 772px) 100vw, 772px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060863_919_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"772\" height=\"84\" class=\"wp-image-154895\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060863_919_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060863_919_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 772w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-812-300x33.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-812-768x84.png 768w\" sizes=\"(max-width: 772px) 100vw, 772px\" alt=\"\" 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\" width=\"1076\" height=\"686\" class=\"wp-image-154898\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060868_902_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1076w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-300x191.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-1024x653.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-768x490.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-810x516.png 810w\" data-lazy-sizes=\"(max-width: 1076px) 100vw, 1076px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060868_902_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1076\" height=\"686\" class=\"wp-image-154898\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060868_902_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060868_902_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1076w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-300x191.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-1024x653.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-768x490.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-815-810x516.png 810w\" sizes=\"(max-width: 1076px) 100vw, 1076px\" alt=\"\" title=\"\"><\/p>\n<p>\u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \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 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1073\" height=\"691\" class=\"wp-image-154902\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060870_244_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1073w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-1024x659.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-768x495.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-810x522.png 810w\" data-lazy-sizes=\"(max-width: 1073px) 100vw, 1073px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060870_244_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1073\" height=\"691\" class=\"wp-image-154902\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060870_244_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060870_244_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1073w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-1024x659.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-768x495.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-817-810x522.png 810w\" sizes=\"(max-width: 1073px) 100vw, 1073px\" alt=\"\" title=\"\"><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u062f\u0627\u0646\u0644\u0648\u062f \u0628\u0633\u062a\u0647 \u0647\u0627\u060c APT \u0622\u0646\u0647\u0627 \u0631\u0627 \u06cc\u06a9\u06cc \u06cc\u06a9\u06cc \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1074\" height=\"694\" class=\"wp-image-154904\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060873_933_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1074w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-1024x662.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-768x496.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-810x523.png 810w\" data-lazy-sizes=\"(max-width: 1074px) 100vw, 1074px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060873_933_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1074\" height=\"694\" class=\"wp-image-154904\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060873_933_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060873_933_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1074w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-1024x662.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-768x496.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-820-810x523.png 810w\" sizes=\"(max-width: 1074px) 100vw, 1074px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c GCC \u0648 \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1075\" height=\"689\" class=\"wp-image-154907\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060876_133_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1075w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-1024x656.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-768x492.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-810x519.png 810w\" data-lazy-sizes=\"(max-width: 1075px) 100vw, 1075px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060876_133_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1075\" height=\"689\" class=\"wp-image-154907\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060876_133_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060876_133_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1075w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-1024x656.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-768x492.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-821-810x519.png 810w\" sizes=\"(max-width: 1075px) 100vw, 1075px\" alt=\"\" title=\"\"><\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c GCC \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\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\">&#8212; \u0646\u0633\u062e\u0647<\/span><\/p>\n<p>$ <span class=\"kw2\">g++<\/span> <span class=\"re5\">&#8212; \u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1076\" height=\"410\" class=\"wp-image-154912\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060878_841_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1076w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-300x114.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-1024x390.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-768x293.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-810x309.png 810w\" data-lazy-sizes=\"(max-width: 1076px) 100vw, 1076px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060878_841_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1076\" height=\"410\" class=\"wp-image-154912\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060878_841_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060878_841_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1076w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-300x114.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-1024x390.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-768x293.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-823-810x309.png 810w\" sizes=\"(max-width: 1076px) 100vw, 1076px\" alt=\"\" title=\"\"><\/p>\n<h2 id=\"a4\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%b5%d8%a8_cuda_%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><strong>\u0646\u0635\u0628 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>CUDA \u0646\u0633\u062e\u0647 10 \u062f\u0631 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc Ubuntu 20.04 LTS \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 CUDA v10 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 Ubuntu 20.04 LTS\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\">sudo<\/span>  apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> nvidia-cuda-toolkit<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"693\" height=\"82\" class=\"wp-image-154913\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060880_466_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 693w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-824-300x35.png 300w\" data-lazy-sizes=\"(max-width: 693px) 100vw, 693px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060880_466_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"693\" height=\"82\" class=\"wp-image-154913\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060880_466_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060880_466_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 693w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-824-300x35.png 300w\" sizes=\"(max-width: 693px) 100vw, 693px\" alt=\"\" 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\" width=\"1005\" height=\"644\" class=\"wp-image-154915\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060889_836_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1005w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-768x492.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-810x519.png 810w\" data-lazy-sizes=\"(max-width: 1005px) 100vw, 1005px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060889_836_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1005\" height=\"644\" class=\"wp-image-154915\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060889_836_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060889_836_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1005w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-768x492.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-826-810x519.png 810w\" sizes=\"(max-width: 1005px) 100vw, 1005px\" alt=\"\" title=\"\"><\/p>\n<p>\u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u06cc \u0634\u0648\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1002\" height=\"651\" class=\"wp-image-154917\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060926_648_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1002w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-300x195.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-768x499.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-810x526.png 810w\" data-lazy-sizes=\"(max-width: 1002px) 100vw, 1002px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060926_648_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1002\" height=\"651\" class=\"wp-image-154917\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060926_648_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060926_648_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1002w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-300x195.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-768x499.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-828-810x526.png 810w\" sizes=\"(max-width: 1002px) 100vw, 1002px\" alt=\"\" title=\"\"><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u062f\u0627\u0646\u0644\u0648\u062f \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632\u060c \u0622\u0646\u0647\u0627 \u06cc\u06a9 \u0628\u0647 \u06cc\u06a9 \u0646\u0635\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1004\" height=\"644\" class=\"wp-image-154919\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060957_682_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1004w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-810x520.png 810w\" data-lazy-sizes=\"(max-width: 1004px) 100vw, 1004px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060957_682_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1004\" height=\"644\" class=\"wp-image-154919\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060957_682_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060957_682_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1004w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-300x192.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-830-810x520.png 810w\" sizes=\"(max-width: 1004px) 100vw, 1004px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c CUDA \u0648 \u062a\u0645\u0627\u0645 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"997\" height=\"646\" class=\"wp-image-154921\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060978_702_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 997w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-768x498.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-810x525.png 810w\" data-lazy-sizes=\"(max-width: 997px) 100vw, 997px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060978_702_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"997\" height=\"646\" class=\"wp-image-154921\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060978_702_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060978_702_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 997w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-768x498.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-833-810x525.png 810w\" sizes=\"(max-width: 997px) 100vw, 997px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 CUDA \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\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 <span class=\"re5\">&#8212; \u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"611\" height=\"210\" class=\"wp-image-154924\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060979_59_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 611w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-835-300x103.png 300w\" data-lazy-sizes=\"(max-width: 611px) 100vw, 611px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060979_59_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"611\" height=\"210\" class=\"wp-image-154924\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060979_59_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060979_59_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 611w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-835-300x103.png 300w\" sizes=\"(max-width: 611px) 100vw, 611px\" alt=\"\" title=\"\"><\/p>\n<h2 id=\"a5\"><span class=\"ez-toc-section\" id=\"%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%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_nvidia\"><\/span>\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628<strong> \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0632\u0645\u0627\u0646 \u0646\u0648\u0634\u062a\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c CUDA 11 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0633\u062a.  \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc NVIDIA \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u0647\u062f\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> \u0644\u06cc\u0646\u0648\u06a9\u0633-\u0647\u062f\u0631-$<span class=\"br0\">(<\/span><span class=\"kw2\">\u0627\u0633\u0645 \u0634\u0645\u0627<\/span> -r<span class=\"br0\">)<\/span> <span class=\"re5\">-y<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"859\" height=\"90\" class=\"wp-image-154925\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060980_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 859w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-300x31.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-768x80.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-810x85.png 810w\" data-lazy-sizes=\"(max-width: 859px) 100vw, 859px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060980_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"859\" height=\"90\" class=\"wp-image-154925\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060980_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060980_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 859w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-300x31.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-768x80.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-837-810x85.png 810w\" sizes=\"(max-width: 859px) 100vw, 859px\" alt=\"\" title=\"\"><\/p>\n<p>\u0647\u062f\u0631\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.  \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0646\u060c \u0622\u0646\u0647\u0627 \u0642\u0628\u0644\u0627\u064b \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1078\" height=\"273\" class=\"wp-image-154928\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060981_925_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1078w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-300x76.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-1024x259.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-768x194.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-810x205.png 810w\" data-lazy-sizes=\"(max-width: 1078px) 100vw, 1078px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060981_925_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1078\" height=\"273\" class=\"wp-image-154928\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060981_925_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060981_925_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1078w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-300x76.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-1024x259.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-768x194.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-839-810x205.png 810w\" sizes=\"(max-width: 1078px) 100vw, 1078px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u0646 \u0645\u062e\u0632\u0646 CUDA \u0631\u0627 \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0631\u0633\u0645\u06cc NVIDIA \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062f\u0627\u0646\u0644\u0648\u062f \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\">sudo<\/span> <span class=\"kw2\">wget<\/span> <span class=\"re5\">-O<\/span> <span class=\"sy0\">\/<\/span>\u0648 \u063a\u06cc\u0631\u0647<span class=\"sy0\">\/<\/span>apt<span class=\"sy0\">\/<\/span>\u062a\u0631\u062c\u06cc\u062d\u0627\u062a.d<span class=\"sy0\">\/<\/span>cuda-repository-pin-<span class=\"nu0\">600<\/span> https:<span class=\"sy0\">\/\/<\/span>developer.download.nvidia.com<span class=\"sy0\">\/<\/span>\u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f<span class=\"sy0\">\/<\/span>\u062c\u062f\u0627<span class=\"sy0\">\/<\/span>\u0645\u062e\u0627\u0632\u0646<span class=\"sy0\">\/<\/span>ubuntu2004<span class=\"sy0\">\/<\/span>x86_64<span class=\"sy0\">\/<\/span>cuda-ubuntu2004.pin<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1313\" height=\"110\" class=\"wp-image-154929\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060982_26_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1313w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-300x25.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-1024x86.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-768x64.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-810x68.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-1140x96.png 1140w\" data-lazy-sizes=\"(max-width: 1313px) 100vw, 1313px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060982_26_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1313\" height=\"110\" class=\"wp-image-154929\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060982_26_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060982_26_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1313w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-300x25.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-1024x86.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-768x64.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-810x68.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-840-1140x96.png 1140w\" sizes=\"(max-width: 1313px) 100vw, 1313px\" alt=\"\" title=\"\"><\/p>\n<p><img decoding=\"async\" width=\"1316\" height=\"484\" class=\"wp-image-154931\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060985_913_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1316w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-300x110.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-1024x377.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-768x282.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-810x298.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-1140x419.png 1140w\" data-lazy-sizes=\"(max-width: 1316px) 100vw, 1316px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060985_913_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1316\" height=\"484\" class=\"wp-image-154931\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060985_913_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060985_913_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1316w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-300x110.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-1024x377.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-768x282.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-810x298.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-843-1140x419.png 1140w\" sizes=\"(max-width: 1316px) 100vw, 1316px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u06a9\u0644\u06cc\u062f GPG \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc NVIDIA\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\">sudo<\/span> <span class=\"kw2\">apt-key adv<\/span> <span class=\"re5\">\u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0648\u0627\u06a9\u0634\u06cc<\/span> https:<span class=\"sy0\">\/\/<\/span>developer.download.nvidia.com<span class=\"sy0\">\/<\/span>\u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f<span class=\"sy0\">\/<\/span>\u062c\u062f\u0627<span class=\"sy0\">\/<\/span>\u0645\u062e\u0627\u0632\u0646<span class=\"sy0\">\/<\/span>ubuntu2004<span class=\"sy0\">\/<\/span>x86_64<span class=\"sy0\">\/<\/span>7fa2af80.pub<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1310\" height=\"111\" class=\"wp-image-154933\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060986_609_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1310w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-300x25.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-1024x87.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-768x65.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-810x69.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-1140x97.png 1140w\" data-lazy-sizes=\"(max-width: 1310px) 100vw, 1310px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060986_609_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1310\" height=\"111\" class=\"wp-image-154933\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060986_609_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060986_609_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1310w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-300x25.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-1024x87.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-768x65.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-810x69.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-844-1140x97.png 1140w\" sizes=\"(max-width: 1310px) 100vw, 1310px\" alt=\"\" title=\"\"><\/p>\n<p>\u06a9\u0644\u06cc\u062f GPG \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc NVIDIA \u0628\u0627\u06cc\u062f \u0628\u0647 \u0645\u062f\u06cc\u0631 \u0628\u0633\u062a\u0647 APT \u0627\u0636\u0627\u0641\u0647 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1305\" height=\"323\" class=\"wp-image-154937\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060988_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1305w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-300x74.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-1024x253.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-768x190.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-810x200.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-1140x282.png 1140w\" data-lazy-sizes=\"(max-width: 1305px) 100vw, 1305px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060988_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1305\" height=\"323\" class=\"wp-image-154937\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060988_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060988_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1305w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-300x74.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-1024x253.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-768x190.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-810x200.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-847-1140x282.png 1140w\" sizes=\"(max-width: 1305px) 100vw, 1305px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA CUDA\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\">sudo<\/span>  add-apt-repository <span class=\"st0\">&#8220;deb https:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/ubuntu2004\/x86_64\/ \/&#8221;<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1306\" height=\"112\" class=\"wp-image-154938\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060990_540_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1306w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-300x26.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-1024x88.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-768x66.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-810x69.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-1140x98.png 1140w\" data-lazy-sizes=\"(max-width: 1306px) 100vw, 1306px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060990_540_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1306\" height=\"112\" class=\"wp-image-154938\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060990_540_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060990_540_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1306w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-300x26.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-1024x88.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-768x66.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-810x69.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-848-1140x98.png 1140w\" sizes=\"(max-width: 1306px) 100vw, 1306px\" alt=\"\" title=\"\"><\/p>\n<p>\u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA CUDA \u0628\u0627\u06cc\u062f \u0627\u0636\u0627\u0641\u0647 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1315\" height=\"460\" class=\"wp-image-154940\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060992_509_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1315w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-300x105.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-1024x358.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-768x269.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-810x283.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-1140x399.png 1140w\" data-lazy-sizes=\"(max-width: 1315px) 100vw, 1315px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060992_509_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1315\" height=\"460\" class=\"wp-image-154940\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060992_509_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060992_509_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1315w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-300x105.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-1024x358.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-768x269.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-810x283.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-850-1140x399.png 1140w\" sizes=\"(max-width: 1315px) 100vw, 1315px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \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\">sudo<\/span>  \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1307\" height=\"376\" class=\"wp-image-154942\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060993_833_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1307w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-300x86.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-1024x295.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-768x221.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-810x233.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-1140x328.png 1140w\" data-lazy-sizes=\"(max-width: 1307px) 100vw, 1307px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060993_833_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1307\" height=\"376\" class=\"wp-image-154942\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060993_833_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060993_833_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1307w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-300x86.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-1024x295.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-768x221.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-810x233.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-853-1140x328.png 1140w\" sizes=\"(max-width: 1307px) 100vw, 1307px\" alt=\"\" title=\"\"><\/p>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc NVIDIA \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0627\u06cc\u062f\u0647 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 20.04 LTS \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 20.04 LTS \u062e\u0648\u062f\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\">sudo<\/span>  \u0622\u067e\u062f\u06cc\u062a \u06a9\u0627\u0645\u0644<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"550\" height=\"96\" class=\"wp-image-154944\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060994_166_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 550w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-854-300x52.png 300w\" data-lazy-sizes=\"(max-width: 550px) 100vw, 550px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060994_166_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"550\" height=\"96\" class=\"wp-image-154944\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060994_166_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060994_166_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 550w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-854-300x52.png 300w\" sizes=\"(max-width: 550px) 100vw, 550px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0623\u06cc\u06cc\u062f \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\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\" width=\"1310\" height=\"567\" class=\"wp-image-154946\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060999_351_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1310w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-300x130.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-1024x443.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-768x332.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-810x351.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-1140x493.png 1140w\" data-lazy-sizes=\"(max-width: 1310px) 100vw, 1310px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060999_351_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1310\" height=\"567\" class=\"wp-image-154946\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060999_351_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704060999_351_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1310w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-300x130.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-1024x443.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-768x332.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-810x351.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-856-1140x493.png 1140w\" sizes=\"(max-width: 1310px) 100vw, 1310px\" alt=\"\" title=\"\"><\/p>\n<p>\u062a\u0645\u0627\u0645 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u06cc \u0634\u0648\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1317\" height=\"564\" class=\"wp-image-154948\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061013_683_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1317w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-300x128.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-1024x439.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-768x329.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-810x347.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-1140x488.png 1140w\" data-lazy-sizes=\"(max-width: 1317px) 100vw, 1317px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061013_683_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1317\" height=\"564\" class=\"wp-image-154948\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061013_683_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061013_683_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1317w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-300x128.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-1024x439.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-768x329.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-810x347.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-858-1140x488.png 1140w\" sizes=\"(max-width: 1317px) 100vw, 1317px\" alt=\"\" title=\"\"><\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u062f\u0646\u062f\u060c \u0645\u062f\u06cc\u0631 \u0628\u0633\u062a\u0647 APT \u0622\u0646\u0647\u0627 \u0631\u0627 \u06cc\u06a9\u06cc \u06cc\u06a9\u06cc \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1317\" height=\"568\" class=\"wp-image-154951\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061035_922_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1317w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-300x129.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-1024x442.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-768x331.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-810x349.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-1140x492.png 1140w\" data-lazy-sizes=\"(max-width: 1317px) 100vw, 1317px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061035_922_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1317\" height=\"568\" class=\"wp-image-154951\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061035_922_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061035_922_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1317w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-300x129.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-1024x442.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-768x331.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-810x349.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-860-1140x492.png 1140w\" sizes=\"(max-width: 1317px) 100vw, 1317px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062a\u0645\u0627\u0645 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0647\u0627 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1184\" height=\"510\" class=\"wp-image-154953\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_886_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1184w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-300x129.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-1024x441.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-768x331.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-810x349.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-1140x491.png 1140w\" data-lazy-sizes=\"(max-width: 1184px) 100vw, 1184px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_886_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1184\" height=\"510\" class=\"wp-image-154953\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_886_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_886_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1184w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-300x129.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-1024x441.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-768x331.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-810x349.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-861-1140x491.png 1140w\" sizes=\"(max-width: 1184px) 100vw, 1184px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc NVIDIA \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0646\u0635\u0628 \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\">sudo<\/span>  apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> \u062c\u062f\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"555\" height=\"88\" class=\"wp-image-154956\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_977_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 555w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-863-300x48.png 300w\" data-lazy-sizes=\"(max-width: 555px) 100vw, 555px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_977_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"555\" height=\"88\" class=\"wp-image-154956\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_977_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061040_977_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 555w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-863-300x48.png 300w\" sizes=\"(max-width: 555px) 100vw, 555px\" alt=\"\" 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\" width=\"1071\" height=\"689\" class=\"wp-image-154958\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061048_800_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1071w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-1024x659.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-768x494.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-810x521.png 810w\" data-lazy-sizes=\"(max-width: 1071px) 100vw, 1071px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061048_800_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1071\" height=\"689\" class=\"wp-image-154958\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061048_800_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061048_800_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1071w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-1024x659.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-768x494.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-865-810x521.png 810w\" sizes=\"(max-width: 1071px) 100vw, 1071px\" alt=\"\" title=\"\"><\/p>\n<p>\u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0648 \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0627\u06cc\u062f \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1252\" height=\"617\" class=\"wp-image-154960\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061051_132_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1252w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-768x378.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-810x399.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-1140x562.png 1140w\" data-lazy-sizes=\"(max-width: 1252px) 100vw, 1252px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061051_132_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1252\" height=\"617\" class=\"wp-image-154960\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061051_132_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061051_132_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1252w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-768x378.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-810x399.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-867-1140x562.png 1140w\" sizes=\"(max-width: 1252px) 100vw, 1252px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0648 \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"886\" height=\"555\" class=\"wp-image-154961\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061054_824_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 886w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-300x188.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-768x481.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-810x507.png 810w\" data-lazy-sizes=\"(max-width: 886px) 100vw, 886px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061054_824_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"886\" height=\"555\" class=\"wp-image-154961\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061054_824_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061054_824_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 886w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-300x188.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-768x481.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-869-810x507.png 810w\" sizes=\"(max-width: 886px) 100vw, 886px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 CUDA \u0628\u0647 \u0645\u0633\u06cc\u0631\u060c \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <strong>cuda.sh<\/strong> \u062f\u0631 <strong>\/etc\/profile.d\/<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span> <span class=\"kw2\">\u0646\u0627\u0646\u0648<\/span> <span class=\"sy0\">\/<\/span>\u0648 \u063a\u06cc\u0631\u0647<span class=\"sy0\">\/<\/span>profile.d<span class=\"sy0\">\/<\/span>cuda.sh<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"696\" height=\"89\" class=\"wp-image-154963\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061055_644_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 696w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-870-300x38.png 300w\" data-lazy-sizes=\"(max-width: 696px) 100vw, 696px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061055_644_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"696\" height=\"89\" class=\"wp-image-154963\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061055_644_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061055_644_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 696w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-870-300x38.png 300w\" sizes=\"(max-width: 696px) 100vw, 696px\" alt=\"\" title=\"\"><\/p>\n<p>\u062e\u0637\u0648\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0642\u0633\u0645\u062a \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f <strong>cuda.sh<\/strong> \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw3\">export<\/span> <span class=\"re2\">CUDA_HOME<\/span>=<span class=\"st0\">&#8220;\/usr\/local\/cuda&#8221;<\/span><\/p>\n<p><span class=\"kw3\">export<\/span> <span class=\"re2\">\u0645\u0633\u06cc\u0631<\/span>=<span class=\"st0\">&#8220;<span class=\"es2\">$PATH<\/span>:<span class=\"es2\">$CUDA_HOME<\/span>\/\u0635\u0646\u062f\u0648\u0642\u0686\u0647&#8221;<\/span><\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u060c \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><Ctrl><\/strong> + <strong>\u0627\u06cc\u06a9\u0633<\/strong> \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 <strong>Y<\/strong> \u0648 <strong><\u0648\u0631\u0648\u062f><\/strong> \u0628\u0631\u0627\u06cc \u0646\u062c\u0627\u062a <strong>cuda.sh<\/strong> \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/p>\n<p><img decoding=\"async\" width=\"893\" height=\"437\" class=\"wp-image-154965\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061057_70_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 893w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-300x147.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-768x376.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-810x396.png 810w\" data-lazy-sizes=\"(max-width: 893px) 100vw, 893px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061057_70_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"893\" height=\"437\" class=\"wp-image-154965\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061057_70_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061057_70_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 893w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-300x147.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-768x376.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-871-810x396.png 810w\" sizes=\"(max-width: 893px) 100vw, 893px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u060c \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f \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\">sudo<\/span>  \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"423\" height=\"87\" class=\"wp-image-154968\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061058_783_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 423w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-873-300x62.png 300w\" data-lazy-sizes=\"(max-width: 423px) 100vw, 423px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061058_783_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"423\" height=\"87\" class=\"wp-image-154968\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061058_783_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061058_783_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 423w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-873-300x62.png 300w\" sizes=\"(max-width: 423px) 100vw, 423px\" alt=\"\" title=\"\"><\/p>\n<p>\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\u060c \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc CUDA \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\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\">&#8212; \u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"640\" height=\"252\" class=\"wp-image-154969\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061060_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 640w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-874-300x118.png 300w\" data-lazy-sizes=\"(max-width: 640px) 100vw, 640px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061060_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"640\" height=\"252\" class=\"wp-image-154969\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061060_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061060_571_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 640w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-874-300x118.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc CUDA\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a superuser \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.  \u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 sudo \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0628\u0627\u06cc\u0646\u0631\u06cc \u0627\u0632 <strong>\/usr\/local\/cuda\/bin<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc (\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a) \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a superuser\u060c \u0628\u0627\u06cc\u062f \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc <strong>\/etc\/sudoers<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<p>\u0628\u0627\u0632 \u06a9\u0646 <strong>\/etc\/sudoers<\/strong> \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0628\u0631\u0627\u06cc \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  visudo <span class=\"re5\">-\u0641<\/span> <span class=\"sy0\">\/<\/span>\u0648 \u063a\u06cc\u0631\u0647<span class=\"sy0\">\/<\/span>\u0633\u0648\u062f\u0648\u0647\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"632\" height=\"81\" class=\"wp-image-154971\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061061_30_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 632w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-875-300x38.png 300w\" data-lazy-sizes=\"(max-width: 632px) 100vw, 632px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061061_30_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"632\" height=\"81\" class=\"wp-image-154971\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061061_30_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061061_30_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 632w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-875-300x38.png 300w\" sizes=\"(max-width: 632px) 100vw, 632px\" alt=\"\" title=\"\"><\/p>\n<p>\u062e\u0637 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0631\u0627 <strong>\/etc\/sudoers<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<p><img decoding=\"async\" width=\"1080\" height=\"697\" class=\"wp-image-154974\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061063_338_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1080w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-1024x661.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-768x496.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-810x523.png 810w\" data-lazy-sizes=\"(max-width: 1080px) 100vw, 1080px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061063_338_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1080\" height=\"697\" class=\"wp-image-154974\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061063_338_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061063_338_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1080w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-300x194.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-1024x661.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-768x496.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-876-810x523.png 810w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" alt=\"\" title=\"\"><\/p>\n<p>\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u0632 <strong>\u0645\u0633\u06cc\u0631_ \u0627\u0645\u0646<\/strong>\u060c \u0636\u0645\u06cc\u0645\u0647 <strong>:\/usr\/local\/cuda\/bin<\/strong> \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u060c \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><Ctrl><\/strong> + <strong>\u0627\u06cc\u06a9\u0633<\/strong> \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 <strong>Y<\/strong> \u0648 <strong><\u0648\u0631\u0648\u062f><\/strong> \u0628\u0631\u0627\u06cc \u0646\u062c\u0627\u062a <strong>\/etc\/sudoers<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<p><img decoding=\"async\" width=\"1087\" height=\"698\" class=\"wp-image-154975\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061067_326_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1087w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-1024x658.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-810x520.png 810w\" data-lazy-sizes=\"(max-width: 1087px) 100vw, 1087px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061067_326_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1087\" height=\"698\" class=\"wp-image-154975\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061067_326_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061067_326_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 1087w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-300x193.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-1024x658.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-768x493.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-877-810x520.png 810w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u0632 \u062d\u0627\u0644\u0627 \u0631\u0648\u06cc\u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632\u060c \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc CUDA \u0631\u0627 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a superuser \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f sudo.<\/p>\n<h2 id=\"a6\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_hello_world_%d8%a8%d8%a7_cuda\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 Hello World \u0628\u0627 CUDA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u062e\u0648\u062f \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f.  \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f print \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0627\u0632 GPU \u0648 \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0627\u0632 CPU.  \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0627\u062c\u0631\u0627 \u0634\u0648\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 CUDA \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0634\u0645\u0627.<\/p>\n<p>\u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <strong>\u0633\u0644\u0627\u0645.cu <\/strong>\u0648 \u06a9\u062f\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 CUDA \u0628\u0627 \u067e\u0633\u0648\u0646\u062f \u067e\u0627\u06cc\u0627\u0646 \u0645\u06cc \u06cc\u0627\u0628\u0646\u062f <strong>.cu<\/strong><\/p>\n<div class=\"codecolorer-container c blackboard\" style=\"width:100%;\">\n<div class=\"c codecolorer\"><span class=\"co2\">#include <stdio.h><\/span><\/p>\n<p>__\u062c\u0647\u0627\u0646\u06cc__ <span class=\"kw4\">\u062e\u0627\u0644\u06cc<\/span> \u0633\u0644\u0627\u0645 \u0628\u0631\u0633\u0627\u0646<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span> <span class=\"br0\">{<\/span><br \/>\n<a href=\"http:\/\/www.opengroup.org\/onlinepubs\/009695399\/functions\/printf.html\" target=\"_blank\" rel=\"noopener\"><span class=\"kw3\">printf<\/span><\/a><span class=\"br0\">(<\/span><span class=\"st0\">\u00ab\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><span class=\"sy0\">;<\/span><br \/>\n<span class=\"br0\">}<\/span><\/p>\n<p><span class=\"kw4\">\u0628\u06cc\u0646 \u0627\u0644\u0645\u0644\u0644\u06cc<\/span> \u0627\u0635\u0644\u06cc<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span> <span class=\"br0\">{<\/span><br \/>\n<a href=\"http:\/\/www.opengroup.org\/onlinepubs\/009695399\/functions\/printf.html\" target=\"_blank\" rel=\"noopener\"><span class=\"kw3\">printf<\/span><\/a><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><span class=\"sy0\">;<\/span><\/p>\n<p>\u0633\u0644\u0627\u0645 \u0628\u0631\u0633\u0627\u0646<span class=\"sy0\"><<>><\/span><span class=\"br0\">(<\/span><span class=\"br0\">)<\/span><span class=\"sy0\">;<\/span><\/p>\n<p>cudaDeviceSynchronize<span class=\"br0\">(<\/span><span class=\"br0\">)<\/span><span class=\"sy0\">;<\/span><\/p>\n<p>    <span class=\"kw1\">\u0628\u0631\u06af\u0634\u062a<\/span> <span class=\"nu0\">0<\/span><span class=\"sy0\">;<\/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 \u0622\u0646 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f <strong>\u0633\u0644\u0627\u0645.cu<\/strong> \u0641\u0627\u06cc\u0644 \u062f\u0631 <strong>~\/\u06a9\u062f\u0647\u0627<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06cc\u0627 \u0647\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0628\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u0645\u0627.<\/p>\n<p><img decoding=\"async\" width=\"804\" height=\"533\" class=\"wp-image-154980\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061075_264_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 804w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-881-300x199.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-881-768x509.png 768w\" data-lazy-sizes=\"(max-width: 804px) 100vw, 804px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061075_264_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"804\" height=\"533\" class=\"wp-image-154980\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061075_264_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061075_264_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 804w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-881-300x199.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-881-768x509.png 768w\" sizes=\"(max-width: 804px) 100vw, 804px\" alt=\"\" title=\"\"><\/p>\n<p>\u062d\u0631\u06a9\u062a \u0628\u0647 <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 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f <strong>\u0633\u0644\u0627\u0645.cu<\/strong> \u0641\u0627\u06cc\u0644.<\/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\" width=\"407\" height=\"114\" class=\"wp-image-154986\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061076_891_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 407w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-883-300x84.png 300w\" data-lazy-sizes=\"(max-width: 407px) 100vw, 407px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061076_891_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"407\" height=\"114\" class=\"wp-image-154986\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061076_891_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061076_891_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 407w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-883-300x84.png 300w\" sizes=\"(max-width: 407px) 100vw, 407px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0631\u062f\u0646 <strong>\u0633\u0644\u0627\u0645.cu<\/strong> \u0641\u0627\u06cc\u0644 \u0645\u0646\u0628\u0639 CUDA \u0628\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 CUDA <strong>nvcc<\/strong>\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\" width=\"640\" height=\"88\" class=\"wp-image-154990\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061078_585_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 640w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-884-300x41.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-884-634x88.png 634w\" data-lazy-sizes=\"(max-width: 640px) 100vw, 640px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061078_585_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"640\" height=\"88\" class=\"wp-image-154990\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061078_585_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061078_585_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 640w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-884-300x41.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-884-634x88.png 634w\" sizes=\"(max-width: 640px) 100vw, 640px\" alt=\"\" title=\"\"><\/p>\n<p>\u0641\u0627\u06cc\u0644 \u0645\u0646\u0628\u0639 CUDA <strong>\u0633\u0644\u0627\u0645.cu<\/strong> \u0628\u0627\u06cc\u062f \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u062e\u0637\u0627\u06cc\u06cc \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc\u06cc\/\u0628\u0627\u06cc\u0646\u0631\u06cc \u062c\u062f\u06cc\u062f \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u0648\u062f <strong>\u0633\u0644\u0627\u0645<\/strong> \u0628\u0627\u06cc\u062f \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 \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"840\" height=\"201\" class=\"wp-image-154993\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061080_801_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 840w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-300x72.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-768x184.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-810x194.png 810w\" data-lazy-sizes=\"(max-width: 840px) 100vw, 840px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061080_801_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"840\" height=\"201\" class=\"wp-image-154993\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061080_801_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061080_801_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 840w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-300x72.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-768x184.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-888-810x194.png 810w\" sizes=\"(max-width: 840px) 100vw, 840px\" alt=\"\" title=\"\"><\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u062f\u0647 CUDA \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f <strong>\u0633\u0644\u0627\u0645<\/strong> \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/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\" width=\"443\" height=\"84\" class=\"wp-image-154998\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061081_808_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 443w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-891-300x57.png 300w\" data-lazy-sizes=\"(max-width: 443px) 100vw, 443px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061081_808_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"443\" height=\"84\" class=\"wp-image-154998\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061081_808_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061081_808_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 443w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-891-300x57.png 300w\" sizes=\"(max-width: 443px) 100vw, 443px\" alt=\"\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u06cc\u062f\u060c CUDA \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \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\" width=\"674\" height=\"172\" class=\"wp-image-155005\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061082_617_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 674w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-894-300x77.png 300w\" data-lazy-sizes=\"(max-width: 674px) 100vw, 674px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061082_617_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"674\" height=\"172\" class=\"wp-image-155005\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061082_617_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704061082_617_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2004-LTS.png 674w, https:\/\/linuxhint.com\/wp-content\/uploads\/2022\/02\/word-image-894-300x77.png 300w\" sizes=\"(max-width: 674px) 100vw, 674px\" alt=\"\" title=\"\"><\/p>\n<h2 id=\"a7\"><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>\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 \u062f\u0627\u062f\u0645 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648.  \u0645\u0646 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0645 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc \u0628\u0633\u062a\u0647 NVIDIA.  \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u062e\u0648\u062f \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f\u060c \u0622\u0646 \u0631\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"a8\"><span class=\"ez-toc-section\" id=\"%d9%85%d9%86%d8%a7%d8%a8%d8%b9\"><\/span>\u0645\u0646\u0627\u0628\u0639<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[1] <a href=\"https:\/\/developer.nvidia.com\/cuda-zone\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">CUDA Zone |  \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 NVIDIA<\/a><\/p>\n<p>[2] <a href=\"https:\/\/docs.nvidia.com\/cuda\/cuda-installation-guide-linux\/index.html#ubuntu-installation\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0646\u0635\u0628 \u0644\u06cc\u0646\u0648\u06a9\u0633 :: CUDA Toolkit Documentation (nvidia.com)<\/a><\/p>\n<p>[3] <a href=\"https:\/\/cuda-tutorial.readthedocs.io\/en\/latest\/tutorials\/tutorial01\/\" target=\"_blank\" rel=\"noopener\">\u0622\u0645\u0648\u0632\u0634 01: \u0633\u0644\u0627\u0645 \u0628\u0647 CUDA \u2013 \u0622\u0645\u0648\u0632\u0634 CUDA (cuda-tutorial.readthedocs.io)<\/a><\/p>\n<p>[4] <a href=\"https:\/\/www.youtube.com\/watch?v=2EbHSCvGFM0\" target=\"_blank\" rel=\"noopener\">\u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA C \u0634\u0645\u0627 &#8211; YouTube<\/a><\/p>\n<p>[5] <a href=\"https:\/\/riptutorial.com\/cuda\/example\/9316\/let-s-launch-a-single-cuda-thread-to-say-hello\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">Cuda Tutorial => \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0631\u0634\u062a\u0647 CUDA \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0633\u0644\u0627\u0645 \u06a9\u0646\u06cc\u0645 (riptutorial.com)<\/a><\/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: 1403-01-01 01:44:05<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;13126&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 20.04 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\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0641\u0631\u0645 \u06a9\u0627\u0645\u0644 \u0627\u0632 CUDA \u0645\u062d\u0627\u0633\u0628\u0647 \u0627\u0633\u062a \u0645\u0639\u0645\u0627\u0631\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647. 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 \u0628\u0647 \u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0648\u0634 \u0646\u0635\u0628 CUDA \u0631\u0627 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":13127,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2754,95],"tags":[1054,105,2759,2757,2755],"class_list":{"0":"post-13126","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ubuntu","8":"category-linux","9":"tag--ubuntu","10":"tag-105","12":"tag-2757","13":"tag---ubuntu"},"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/13126","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=13126"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/13126\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/13127"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=13126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=13126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=13126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}