{"id":10613,"date":"2023-12-28T20:11:28","date_gmt":"2023-12-28T16:41:28","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/"},"modified":"2023-12-28T20:11:28","modified_gmt":"2023-12-28T16:41:28","slug":"%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/","title":{"rendered":"\u0631\u0648\u0634 \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 NVIDIA CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\" >\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%be%db%8c%d8%b4_%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\" >\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d8%b5%d8%a8_%d8%ac%d8%af%db%8c%d8%af%d8%aa%d8%b1%db%8c%d9%86_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u0646\u0635\u0628 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%85%d8%ae%d8%b2%d9%86_%d8%a8%d8%b3%d8%aa%d9%87_apt\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_gcc_%d9%88_%d8%b3%d8%a7%db%8c%d8%b1_%d8%a7%d8%a8%d8%b2%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d8%b3%d8%a7%d8%ae%d8%aa\" >\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a8%d8%b1%d8%b1%d8%b3%db%8c_%d8%a7%db%8c%d9%86%da%a9%d9%87_%d8%a2%db%8c%d8%a7_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a7%d8%b2_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c_%d9%85%db%8c_%da%a9%d9%86%d9%86%d8%af_%db%8c%d8%a7_%d8%ae%db%8c%d8%b1\" >\u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0632 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<\/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-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a7%d9%81%d8%b2%d9%88%d8%af%d9%86_%d9%85%d8%ae%d8%b2%d9%86_%d8%b1%d8%b3%d9%85%db%8c_nvidia_cuda_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d8%b5%d8%a8_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a7%d9%81%d8%b2%d9%88%d8%af%d9%86_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7%db%8c_cuda_%d9%88_cuda_%d8%a8%d9%87_%d9%85%d8%b3%db%8c%d8%b1\" >\u0627\u0641\u0632\u0648\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc CUDA \u0648 CUDA \u0628\u0647 \u0645\u0633\u06cc\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a7%d8%ac%d8%a7%d8%b2%d9%87_%d8%af%d8%a7%d8%af%d9%86_%d8%a8%d9%87_%d8%a8%d8%a7%db%8c%d9%86%d8%b1%db%8c_%d9%87%d8%a7%db%8c_cuda_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d8%ac%d8%b1%d8%a7_%d8%a8%d8%a7_%d8%a7%d9%85%d8%aa%db%8c%d8%a7%d8%b2%d8%a7%d8%aa_superuser\" >\u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc CUDA \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a Superuser<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4_%d8%a7%da%af%d8%b1_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a8%d8%a7%d8%b4%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\" >\u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06af\u0631 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86%d8%8c_%da%a9%d8%a7%d9%85%d9%be%d8%a7%db%8c%d9%84_%d9%88_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d8%b3%d8%a7%d8%af%d9%87_cuda\" >\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-%d8%a2%d8%ae%d8%b1%db%8c%d9%86-%d9%86%d8%b3%d8%ae%d9%87-nvidia-cuda-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%85%d9%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\">\u0634\u06a9\u0644 \u06a9\u0627\u0645\u0644 CUDA\u060c Compute Unified Device Architecture \u0627\u0633\u062a.  CUDA \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0648\u0627\u0632\u06cc \u0648 \u0645\u062f\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 NVIDIA \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA (GPU) \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \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 \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\u06cc\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\"><\/span><a id=\"post-324719-_Toc133797566\"><\/a>\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li><a href=\"#post-324719-_Toc133797567\" class=\"broken_link\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797568\" class=\"broken_link\">\u0646\u0635\u0628 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797569\" class=\"broken_link\">\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797570\" 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=\"#post-324719-_Toc133797571\" class=\"broken_link\">\u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0632 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797572\" class=\"broken_link\">\u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797573\" class=\"broken_link\">\u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797574\" class=\"broken_link\">\u0627\u0641\u0632\u0648\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc CUDA \u0648 CUDA \u0628\u0647 \u0645\u0633\u06cc\u0631<\/a>.<\/li>\n<li><a href=\"#post-324719-_Toc133797575\" class=\"broken_link\">\u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc CUDA \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a Superuser<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797576\" class=\"broken_link\">\u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06af\u0631 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797577\" class=\"broken_link\">\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797578\" class=\"broken_link\">\u0646\u062a\u06cc\u062c\u0647<\/a><\/li>\n<li><a href=\"#post-324719-_Toc133797579\" class=\"broken_link\">\u0645\u0646\u0627\u0628\u0639<\/a><\/li>\n<\/ol>\n<h2><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><a id=\"post-324719-_Toc132585079\"><\/a><a id=\"post-324719-_Toc133797567\"><\/a>\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0631\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 Ubuntu 22.04 LTS\u060c \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f:<\/p>\n<p>i) GPU NVIDIA \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>ii) \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9 NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%86%d8%b5%d8%a8_%d8%ac%d8%af%db%8c%d8%af%d8%aa%d8%b1%db%8c%d9%86_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span><a id=\"post-324719-_Toc132585080\"><\/a><a id=\"post-324719-_Toc133797568\"><\/a>\u0646\u0635\u0628 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u06a9\u0631\u062f \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA.  \u0627\u06af\u0631 \u0647\u0646\u0648\u0632 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA \u0631\u0627 \u0646\u0635\u0628 \u0646\u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u0631\u0627 \u0648 \u0627\u06af\u0631 \u062f\u0631 \u0622\u0646 \u0628\u0647 \u06a9\u0645\u06a9 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u06cc \u0631\u0648\u0634 \u0646\u0635\u0628 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<p>\u0627\u06af\u0631 \u0627\u0632 \u0642\u0628\u0644 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u0634\u0645\u0627\u060c \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0631\u0648\u0632 \u0627\u0633\u062a.  \u0627\u06af\u0631 \u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0628\u0647 \u06a9\u0645\u06a9 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 Ubuntu 22.04 LTS \u062e\u0648\u062f\u060c \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u06cc \u0631\u0648\u0634 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%85%d8%ae%d8%b2%d9%86_%d8%a8%d8%b3%d8%aa%d9%87_apt\"><\/span><a id=\"post-324719-_Toc132585081\"><\/a><a id=\"post-324719-_Toc133797569\"><\/a>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0633 \u0627\u0632 \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"328\" height=\"74\" class=\"wp-image-324724\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 328w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-2-300x68.png 300w\" data-lazy-sizes=\"(max-width: 328px) 100vw, 328px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"328\" height=\"74\" class=\"wp-image-324724\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 328w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-2-300x68.png 300w\" sizes=\"(max-width: 328px) 100vw, 328px\" title=\"\"><\/p>\n<p>\u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0632 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" fetchpriority=\"high\" width=\"658\" height=\"249\" class=\"wp-image-324725\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_530_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 658w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-3-300x114.png 300w\" data-lazy-sizes=\"(max-width: 658px) 100vw, 658px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_530_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" fetchpriority=\"high\" width=\"658\" height=\"249\" class=\"wp-image-324725\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_530_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_530_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 658w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-3-300x114.png 300w\" sizes=\"(max-width: 658px) 100vw, 658px\" title=\"\"><\/p>\n<h2><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><a id=\"post-324719-_Toc132585082\"><\/a><a id=\"post-324719-_Toc133797570\"><\/a>\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 GCC \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f GCC\u060c \u0647\u062f\u0631\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0648 \u0628\u0631\u062e\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u062f\u06cc\u06af\u0631 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 GCC \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631\u060c \u0647\u062f\u0631\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> build-essential linux-headers-$<span class=\"br0\">(<\/span><span class=\"kw2\">\u0627\u0633\u0645 \u0634\u0645\u0627<\/span> -r<span class=\"br0\">)<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"721\" height=\"85\" class=\"wp-image-324728\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_963_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 721w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-3-300x35.png 300w\" data-lazy-sizes=\"(max-width: 721px) 100vw, 721px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_963_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"721\" height=\"85\" class=\"wp-image-324728\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_963_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781676_963_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 721w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-3-300x35.png 300w\" sizes=\"(max-width: 721px) 100vw, 721px\" 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=\"963\" height=\"538\" class=\"wp-image-324731\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_878_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 963w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-300x168.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-768x429.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-810x453.png 810w\" data-lazy-sizes=\"(max-width: 963px) 100vw, 963px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_878_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"963\" height=\"538\" class=\"wp-image-324731\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_878_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_878_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 963w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-300x168.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-768x429.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-4-810x453.png 810w\" sizes=\"(max-width: 963px) 100vw, 963px\" title=\"\"><\/p>\n<p>GCC\u060c \u0647\u062f\u0631\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0648 \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 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"965\" height=\"538\" class=\"wp-image-324735\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_476_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 965w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-768x428.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-810x452.png 810w\" data-lazy-sizes=\"(max-width: 965px) 100vw, 965px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_476_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"965\" height=\"538\" class=\"wp-image-324735\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_476_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_476_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 965w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-768x428.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-5-810x452.png 810w\" sizes=\"(max-width: 965px) 100vw, 965px\" title=\"\"><\/p>\n<p>GCC\u060c \u0634\u0646\u0648\u062f\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"966\" height=\"538\" class=\"wp-image-324737\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_739_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 966w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-768x428.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-810x451.png 810w\" data-lazy-sizes=\"(max-width: 966px) 100vw, 966px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_739_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"966\" height=\"538\" class=\"wp-image-324737\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_739_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781677_739_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 966w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-768x428.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-6-810x451.png 810w\" sizes=\"(max-width: 966px) 100vw, 966px\" title=\"\"><\/p>\n<p>GCC\u060c \u0647\u062f\u0631\u0647\u0627\u06cc \u0647\u0633\u062a\u0647 \u0644\u06cc\u0646\u0648\u06a9\u0633 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u06a9\u0631\u062f CUDA \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"969\" height=\"538\" class=\"wp-image-324740\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_490_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 969w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-768x426.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-810x450.png 810w\" data-lazy-sizes=\"(max-width: 969px) 100vw, 969px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_490_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"969\" height=\"538\" class=\"wp-image-324740\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_490_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_490_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 969w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-300x167.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-768x426.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-7-810x450.png 810w\" sizes=\"(max-width: 969px) 100vw, 969px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 GCC \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631\u0647\u0627\u06cc C \u0648 C++\u060c \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">$ <span class=\"kw2\">gcc<\/span> <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/p>\n<p>$ <span class=\"kw2\">g++<\/span> <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"706\" height=\"303\" class=\"wp-image-324744\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 706w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-8-300x129.png 300w\" data-lazy-sizes=\"(max-width: 706px) 100vw, 706px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"706\" height=\"303\" class=\"wp-image-324744\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_639_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 706w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-8-300x129.png 300w\" sizes=\"(max-width: 706px) 100vw, 706px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a8%d8%b1%d8%b1%d8%b3%db%8c_%d8%a7%db%8c%d9%86%da%a9%d9%87_%d8%a2%db%8c%d8%a7_%d8%af%d8%b1%d8%a7%db%8c%d9%88%d8%b1%d9%87%d8%a7%db%8c_nvidia_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a7%d8%b2_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c_%d9%85%db%8c_%da%a9%d9%86%d9%86%d8%af_%db%8c%d8%a7_%d8%ae%db%8c%d8%b1\"><\/span><a id=\"post-324719-_Toc133797571\"><\/a>\u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc NVIDIA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0632 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631 \u0646\u0633\u062e\u0647 CUDA \u06a9\u0647 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0646\u0635\u0628 \u0634\u062f\u0647 NVIDIA \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \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>nvidia-smi<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"285\" height=\"81\" class=\"wp-image-324745\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_770_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"285\" height=\"81\" class=\"wp-image-324745\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781678_770_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" title=\"\"><\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9 NVIDIA \u0646\u0633\u062e\u0647 530.41.03<strong><sup>[1]<\/sup><\/strong>  \u0627\u0632 \u0646\u0633\u062e\u0647 CUDA 12.1 \u06cc\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0622\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<strong><sup>[2]<\/sup><\/strong>.  \u062f\u0631 \u0632\u0645\u0627\u0646 \u0646\u0648\u0634\u062a\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c CUDA 12.1 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0627\u0633\u062a.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0646\u0635\u0628 \u0634\u062f\u0647 NVIDIA \u0628\u0627\u06cc\u062f \u0627\u0632 \u0622\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u062f\u0631 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0627\u0632 CUDA \u0645\u0646\u062a\u0634\u0631 \u0634\u0648\u062f.  \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc \u0627\u0632 CUDA \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0622\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f <a href=\"https:\/\/developer.nvidia.com\/cuda-downloads\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">\u062f\u0627\u0646\u0644\u0648\u062f\u0647\u0627\u06cc \u0631\u0633\u0645\u06cc CUDA page<\/a>.<\/p>\n<p><img decoding=\"async\" width=\"966\" height=\"543\" class=\"wp-image-324746\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_420_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 966w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-768x432.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-810x455.png 810w\" data-lazy-sizes=\"(max-width: 966px) 100vw, 966px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_420_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"966\" height=\"543\" class=\"wp-image-324746\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_420_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_420_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 966w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-768x432.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-10-810x455.png 810w\" sizes=\"(max-width: 966px) 100vw, 966px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a7%d9%81%d8%b2%d9%88%d8%af%d9%86_%d9%85%d8%ae%d8%b2%d9%86_%d8%b1%d8%b3%d9%85%db%8c_nvidia_cuda_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span><a id=\"post-324719-_Toc133797572\"><\/a>\u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0631\u0648\u0634 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0647 \u0622\u0646 \u0628\u0631\u0648\u06cc\u062f <strong>~\/\u062f\u0627\u0646\u0644\u0648\u062f<\/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) \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=\"kw3\">\u0633\u06cc \u062f\u06cc<\/span> ~<span class=\"sy0\">\/<\/span>\u062f\u0627\u0646\u0644\u0648\u062f\u0647\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"358\" height=\"114\" class=\"wp-image-324747\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_71_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 358w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-11-300x96.png 300w\" data-lazy-sizes=\"(max-width: 358px) 100vw, 358px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_71_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"358\" height=\"114\" class=\"wp-image-324747\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_71_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_71_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 358w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-11-300x96.png 300w\" sizes=\"(max-width: 358px) 100vw, 358px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc 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\">wget<\/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>ubuntu2204<span class=\"sy0\">\/<\/span>x86_64<span class=\"sy0\">\/<\/span>cuda-keyring_1.0-<span class=\"nu0\">1<\/span>_all.deb<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"1286\" height=\"86\" class=\"wp-image-324748\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_89_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1286w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-300x20.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-1024x68.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-768x51.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-810x54.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-1140x76.png 1140w\" data-lazy-sizes=\"(max-width: 1286px) 100vw, 1286px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_89_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"1286\" height=\"86\" class=\"wp-image-324748\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_89_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781679_89_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1286w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-300x20.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-1024x68.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-768x51.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-810x54.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-12-1140x76.png 1140w\" sizes=\"(max-width: 1286px) 100vw, 1286px\" alt=\"\" title=\"\"><\/p>\n<p>\u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0628\u0627\u06cc\u062f \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1291\" height=\"304\" class=\"wp-image-324749\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_158_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1291w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-300x71.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-1024x241.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-768x181.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-810x191.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-1140x268.png 1140w\" data-lazy-sizes=\"(max-width: 1291px) 100vw, 1291px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_158_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1291\" height=\"304\" class=\"wp-image-324749\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_158_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_158_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1291w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-300x71.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-1024x241.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-768x181.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-810x191.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-12-1140x268.png 1140w\" sizes=\"(max-width: 1291px) 100vw, 1291px\" title=\"\"><\/p>\n<p>\u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0633\u062a\u0647 DEB \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<p><img decoding=\"async\" width=\"866\" height=\"207\" class=\"wp-image-324750\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_88_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 866w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-300x72.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-768x184.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-810x194.png 810w\" data-lazy-sizes=\"(max-width: 866px) 100vw, 866px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_88_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"866\" height=\"207\" class=\"wp-image-324750\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_88_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_88_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 866w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-300x72.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-768x184.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-810x194.png 810w\" sizes=\"(max-width: 866px) 100vw, 866px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0645\u062e\u0632\u0646 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\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> .<span class=\"sy0\">\/<\/span>cuda-keyring_1.0-<span class=\"nu0\">1<\/span>_all.deb<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"779\" height=\"93\" class=\"wp-image-324751\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_914_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 779w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-15-300x36.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-15-768x92.png 768w\" data-lazy-sizes=\"(max-width: 779px) 100vw, 779px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_914_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"779\" height=\"93\" class=\"wp-image-324751\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_914_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781680_914_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 779w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-15-300x36.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/word-image-324719-15-768x92.png 768w\" sizes=\"(max-width: 779px) 100vw, 779px\" alt=\"\" title=\"\"><\/p>\n<p>\u0628\u0633\u062a\u0647 \u0631\u0633\u0645\u06cc \u0645\u062e\u0632\u0646 NVIDIA CUDA \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u062f \u0648 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA \u0628\u0627\u06cc\u062f \u0641\u0639\u0627\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1291\" height=\"469\" class=\"wp-image-324752\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781681_650_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1291w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-300x109.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-1024x372.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-768x279.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-810x294.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-1140x414.png 1140w\" data-lazy-sizes=\"(max-width: 1291px) 100vw, 1291px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781681_650_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1291\" height=\"469\" class=\"wp-image-324752\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781681_650_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781681_650_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1291w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-300x109.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-1024x372.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-768x279.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-810x294.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-13-1140x414.png 1140w\" sizes=\"(max-width: 1291px) 100vw, 1291px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u060c \u06a9\u0634 \u0645\u062e\u0632\u0646 \u0628\u0633\u062a\u0647 APT \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"994\" height=\"308\" class=\"wp-image-324753\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_161_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-300x93.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-768x238.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-810x251.png 810w\" data-lazy-sizes=\"(max-width: 994px) 100vw, 994px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_161_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"994\" height=\"308\" class=\"wp-image-324753\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_161_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_161_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-300x93.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-768x238.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-14-810x251.png 810w\" sizes=\"(max-width: 994px) 100vw, 994px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%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%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span><a id=\"post-324719-_Toc133797573\"><\/a>\u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0648\u06cc Ubuntu 22.04 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\">\u0633\u0648\u062f\u0648<\/span> apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> \u062c\u062f\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"578\" height=\"93\" class=\"wp-image-324754\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_778_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 578w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-15-300x48.png 300w\" data-lazy-sizes=\"(max-width: 578px) 100vw, 578px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_778_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"578\" height=\"93\" class=\"wp-image-324754\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_778_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_778_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 578w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-15-300x48.png 300w\" sizes=\"(max-width: 578px) 100vw, 578px\" 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=\"994\" height=\"538\" class=\"wp-image-324755\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-300x162.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-768x416.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-810x438.png 810w\" data-lazy-sizes=\"(max-width: 994px) 100vw, 994px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"994\" height=\"538\" class=\"wp-image-324755\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781682_838_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-300x162.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-768x416.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-16-810x438.png 810w\" sizes=\"(max-width: 994px) 100vw, 994px\" title=\"\"><\/p>\n<p>NVIDIA CUDA \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\/\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\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 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1053\" height=\"521\" class=\"wp-image-324756\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_200_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1053w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-1024x507.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-768x380.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-810x401.png 810w\" data-lazy-sizes=\"(max-width: 1053px) 100vw, 1053px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_200_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1053\" height=\"521\" class=\"wp-image-324756\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_200_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_200_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1053w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-1024x507.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-768x380.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-17-810x401.png 810w\" sizes=\"(max-width: 1053px) 100vw, 1053px\" title=\"\"><\/p>\n<p>NVIDIA CUDA \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\/\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1067\" height=\"526\" class=\"wp-image-324757\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_150_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1067w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-768x379.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-810x399.png 810w\" data-lazy-sizes=\"(max-width: 1067px) 100vw, 1067px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_150_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1067\" height=\"526\" class=\"wp-image-324757\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_150_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_150_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1067w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-768x379.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-18-810x399.png 810w\" sizes=\"(max-width: 1067px) 100vw, 1067px\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c NVIDIA CUDA \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1056\" height=\"521\" class=\"wp-image-324758\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_675_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1056w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-768x379.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-810x400.png 810w\" data-lazy-sizes=\"(max-width: 1056px) 100vw, 1056px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_675_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1056\" height=\"521\" class=\"wp-image-324758\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_675_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_675_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1056w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-300x148.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-1024x505.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-768x379.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-19-810x400.png 810w\" sizes=\"(max-width: 1056px) 100vw, 1056px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a7%d9%81%d8%b2%d9%88%d8%af%d9%86_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d9%87%d8%a7%db%8c_cuda_%d9%88_cuda_%d8%a8%d9%87_%d9%85%d8%b3%db%8c%d8%b1\"><\/span><a id=\"post-324719-_Toc133797574\"><\/a>\u0627\u0641\u0632\u0648\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc CUDA \u0648 CUDA \u0628\u0647 \u0645\u0633\u06cc\u0631<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0633 \u0627\u0632 \u0646\u0635\u0628 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0648\u06cc Ubuntu 22.04 LTS\u060c \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc CUDA \u0631\u0627 \u0628\u0647 \u0645\u0633\u06cc\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 Ubuntu 22.04 LTS \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <strong>\/etc\/profile.d\/cuda.sh<\/strong> \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u0646\u0627\u0646\u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0633\u0648\u062f\u0648<\/span> <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=\"482\" height=\"81\" class=\"wp-image-324759\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_984_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 482w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-20-300x50.png 300w\" data-lazy-sizes=\"(max-width: 482px) 100vw, 482px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_984_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"482\" height=\"81\" class=\"wp-image-324759\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_984_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781683_984_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 482w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-20-300x50.png 300w\" sizes=\"(max-width: 482px) 100vw, 482px\" 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>\/etc\/profile.d\/cuda.sh<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"kw3\">\u0635\u0627\u062f\u0631\u0627\u062a<\/span> <span class=\"re2\">CUDA_HOME<\/span>=<span class=\"st0\">&#8220;\/usr\/local\/cuda&#8221;<\/span><\/p>\n<p><span class=\"kw3\">\u0635\u0627\u062f\u0631\u0627\u062a<\/span> <span class=\"re2\">\u0645\u0633\u06cc\u0631<\/span>=<span class=\"st0\">&#8220;<span class=\"es3\">${CUDA_HOME}<\/span>\/\u0635\u0646\u062f\u0648\u0642\u0686\u0647<span class=\"es3\">${PATH:+:${PATH}<\/span>}&#8221;<\/span><\/p>\n<p><span class=\"kw3\">\u0635\u0627\u062f\u0631\u0627\u062a<\/span> <span class=\"re2\">LD_LIBRARY_PATH<\/span>=<span class=\"st0\">&#8220;<span class=\"es3\">${CUDA_HOME}<\/span>\/lib64<span class=\"es3\">${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}<\/span>}&#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>\/etc\/profile.d\/cuda.sh<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<p><img decoding=\"async\" width=\"871\" height=\"502\" class=\"wp-image-324760\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_427_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 871w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-300x173.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-768x443.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-810x467.png 810w\" data-lazy-sizes=\"(max-width: 871px) 100vw, 871px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_427_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"871\" height=\"502\" class=\"wp-image-324760\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_427_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_427_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 871w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-300x173.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-768x443.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-21-810x467.png 810w\" sizes=\"(max-width: 871px) 100vw, 871px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u060c \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \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\">\u0633\u0648\u062f\u0648<\/span> \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"294\" height=\"82\" class=\"wp-image-324761\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_999_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"294\" height=\"82\" class=\"wp-image-324761\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781684_999_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f\" title=\"\"><\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0634\u062f\u060c \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc PATH \u0648 LD_LIBRARY_PATH \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0686\u0627\u067e \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc\u200c\u0647\u0627\u06cc CUDA \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc CUDA \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">$ <span class=\"kw3\">\u0627\u06a9\u0648<\/span> <span class=\"re1\">$PATH<\/span><\/p>\n<p>$ <span class=\"kw3\">\u0627\u06a9\u0648<\/span> <span class=\"re1\">$LD_LIBRARY_PATH<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"758\" height=\"274\" class=\"wp-image-324762\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_307_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 758w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-22-300x108.png 300w\" data-lazy-sizes=\"(max-width: 758px) 100vw, 758px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_307_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"758\" height=\"274\" class=\"wp-image-324762\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_307_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_307_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 758w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-22-300x108.png 300w\" sizes=\"(max-width: 758px) 100vw, 758px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a7%d8%ac%d8%a7%d8%b2%d9%87_%d8%af%d8%a7%d8%af%d9%86_%d8%a8%d9%87_%d8%a8%d8%a7%db%8c%d9%86%d8%b1%db%8c_%d9%87%d8%a7%db%8c_cuda_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d8%ac%d8%b1%d8%a7_%d8%a8%d8%a7_%d8%a7%d9%85%d8%aa%db%8c%d8%a7%d8%b2%d8%a7%d8%aa_superuser\"><\/span><a id=\"post-324719-_Toc133797575\"><\/a>\u0627\u062c\u0627\u0632\u0647 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc CUDA \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a Superuser<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0628\u0631\u062e\u06cc \u0627\u0632 \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.  \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc CUDA \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a superuser (\u0627\u0632 \u0637\u0631\u06cc\u0642 sudo)\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc CUDA \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f. <strong>\/usr\/local\/cuda\/bin<\/strong> (\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a) \u0628\u0647 <strong>\/etc\/sudoers<\/strong> \u0641\u0627\u06cc\u0644.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u062f\u0631 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f <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\">\u0633\u0648\u062f\u0648<\/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=\"476\" height=\"85\" class=\"wp-image-324763\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_228_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 476w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-23-300x54.png 300w\" data-lazy-sizes=\"(max-width: 476px) 100vw, 476px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_228_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"476\" height=\"85\" class=\"wp-image-324763\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_228_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_228_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 476w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-23-300x54.png 300w\" sizes=\"(max-width: 476px) 100vw, 476px\" title=\"\"><\/p>\n<p>\u0645\u062a\u0646 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f <strong>:\/usr\/local\/cuda\/bin<\/strong> \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc safe_path \u0641\u0627\u06cc\u0644 sudoers \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=\"1175\" height=\"517\" class=\"wp-image-324764\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_396_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1175w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-300x132.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-1024x451.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-768x338.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-810x356.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-1140x502.png 1140w\" data-lazy-sizes=\"(max-width: 1175px) 100vw, 1175px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_396_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1175\" height=\"517\" class=\"wp-image-324764\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_396_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_396_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1175w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-300x132.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-1024x451.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-768x338.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-810x356.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/a-screenshot-of-a-computer-description-automatica-1-1140x502.png 1140w\" sizes=\"(max-width: 1175px) 100vw, 1175px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a2%d8%b2%d9%85%d8%a7%db%8c%d8%b4_%d8%a7%da%af%d8%b1_%d8%a2%d8%ae%d8%b1%db%8c%d9%86_%d9%86%d8%b3%d8%ae%d9%87_cuda_%d9%86%d8%b5%d8%a8_%d8%b4%d8%af%d9%87_%d8%a8%d8%a7%d8%b4%d8%af_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88\"><\/span><a id=\"post-324719-_Toc132585084\"><\/a><a id=\"post-324719-_Toc133797576\"><\/a>\u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06af\u0631 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0622\u06cc\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>nvcc <span class=\"re5\">&#8211;\u0646\u0633\u062e\u0647<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"351\" height=\"76\" class=\"wp-image-324765\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_543_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 351w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-24-300x65.png 300w\" data-lazy-sizes=\"(max-width: 351px) 100vw, 351px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_543_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"351\" height=\"76\" class=\"wp-image-324765\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_543_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781685_543_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 351w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-24-300x65.png 300w\" sizes=\"(max-width: 351px) 100vw, 351px\" title=\"\"><\/p>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c CUDA \u0646\u0633\u062e\u0647 12.1 (\u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u062f\u0631 \u0632\u0645\u0627\u0646 \u0646\u06af\u0627\u0631\u0634 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647) \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0627<\/p>\n<p><img decoding=\"async\" width=\"536\" height=\"205\" class=\"wp-image-324766\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_798_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 536w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-25-300x115.png 300w\" data-lazy-sizes=\"(max-width: 536px) 100vw, 536px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_798_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"536\" height=\"205\" class=\"wp-image-324766\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_798_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_798_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 536w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-25-300x115.png 300w\" sizes=\"(max-width: 536px) 100vw, 536px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86%d8%8c_%da%a9%d8%a7%d9%85%d9%be%d8%a7%db%8c%d9%84_%d9%88_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c_%db%8c%da%a9_%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87_%d8%b3%d8%a7%d8%af%d9%87_cuda\"><\/span><a id=\"post-324719-_Toc132585085\"><\/a><a id=\"post-324719-_Toc133797577\"><\/a>\u0646\u0648\u0634\u062a\u0646\u060c \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u06cc\u062f \u0631\u0648\u06cc \u0645\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 CUDA hello world \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.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f &#8220;hello.cu&#8221; \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<strong> <\/strong>(\u062f\u0631<strong> ~\/\u06a9\u062f\u0647\u0627<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f).  \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u06a9\u062f \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f:<\/p>\n<p><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 \u00abcu.\u00bb \u062e\u0627\u062a\u0645\u0647 \u0645\u06cc \u06cc\u0627\u0628\u0646\u062f.<\/p>\n<div class=\"codecolorer-container c blackboard\" style=\"width:100%;height: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><\/p>\n<p><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 \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><\/p>\n<p><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><\/p>\n<p>  <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=\"nu0\">1<\/span><span class=\"sy0\">\u060c<\/span><span class=\"nu0\">1<\/span><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><\/p>\n<p><span class=\"br0\">}<\/span><\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u060c \u0641\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"813\" height=\"411\" class=\"wp-image-324767\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_649_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 813w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-300x152.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-768x388.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-810x409.png 810w\" data-lazy-sizes=\"(max-width: 813px) 100vw, 813px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_649_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"813\" height=\"411\" class=\"wp-image-324767\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_649_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_649_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 813w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-300x152.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-768x388.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-application-descr-1-810x409.png 810w\" sizes=\"(max-width: 813px) 100vw, 813px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u0628\u0631\u0646\u0627\u0645\u0647 CUDA\u060c \u06cc\u06a9 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0647 \u0622\u0646 \u0628\u0631\u0648\u06cc\u062f <strong>~\/\u06a9\u062f\u0647\u0627<\/strong> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc (\u06cc\u0627 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0647 \u0641\u0627\u06cc\u0644 &#8220;hello.cu&#8221; \u0631\u0627 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f).<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw3\">\u0633\u06cc \u062f\u06cc<\/span> ~<span class=\"sy0\">\/<\/span>\u06a9\u062f\u0647\u0627<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"490\" height=\"100\" class=\"wp-image-324768\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_496_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 490w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-description-automa-1-300x61.png 300w\" data-lazy-sizes=\"(max-width: 490px) 100vw, 490px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_496_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"490\" height=\"100\" class=\"wp-image-324768\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_496_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_496_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 490w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-description-automa-1-300x61.png 300w\" sizes=\"(max-width: 490px) 100vw, 490px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">ls<\/span> <span class=\"re5\">-lh<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"769\" height=\"178\" class=\"wp-image-324769\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 769w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-26-300x69.png 300w\" data-lazy-sizes=\"(max-width: 769px) 100vw, 769px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"769\" height=\"178\" class=\"wp-image-324769\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781686_174_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 769w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-26-300x69.png 300w\" sizes=\"(max-width: 769px) 100vw, 769px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 nvcc CUDA \u0648 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 hello \u0627\u062c\u0631\u0627\u06cc\u06cc\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>nvcc hello.cu <span class=\"re5\">-o<\/span> \u0633\u0644\u0627\u0645<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"495\" height=\"82\" class=\"wp-image-324770\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_454_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 495w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-27-300x50.png 300w\" data-lazy-sizes=\"(max-width: 495px) 100vw, 495px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_454_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"495\" height=\"82\" class=\"wp-image-324770\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_454_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_454_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 495w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-27-300x50.png 300w\" sizes=\"(max-width: 495px) 100vw, 495px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 CUDA &#8220;hello.cu&#8221; \u0628\u0627\u06cc\u062f \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u062e\u0637\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u0648\u062f \u0648 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc\u06cc\/\u062f\u0648\u062f\u0648\u06cc\u06cc hello \u0628\u0627\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\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:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">ls<\/span> <span class=\"re5\">-lh<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"751\" height=\"199\" class=\"wp-image-324771\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_119_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 751w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-28-300x79.png 300w\" data-lazy-sizes=\"(max-width: 751px) 100vw, 751px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_119_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"751\" height=\"199\" class=\"wp-image-324771\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_119_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_119_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 751w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-28-300x79.png 300w\" sizes=\"(max-width: 751px) 100vw, 751px\" 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 hello CUDA \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span>.<span class=\"sy0\">\/<\/span>\u0633\u0644\u0627\u0645<\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"492\" height=\"87\" class=\"wp-image-324772\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_828_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 492w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-29-300x53.png 300w\" data-lazy-sizes=\"(max-width: 492px) 100vw, 492px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_828_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"492\" height=\"87\" class=\"wp-image-324772\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_828_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_828_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 492w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/text-description-automatically-generated-29-300x53.png 300w\" sizes=\"(max-width: 492px) 100vw, 492px\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c CUDA \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0634\u0645\u0627  \u062f\u0631 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc CUDA \u0646\u0628\u0627\u06cc\u062f \u0645\u0634\u06a9\u0644\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"506\" height=\"149\" class=\"wp-image-324773\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_538_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 506w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-description-automa-2-300x88.png 300w\" data-lazy-sizes=\"(max-width: 506px) 100vw, 506px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_538_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"506\" height=\"149\" class=\"wp-image-324773\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_538_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0645\u062a\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703781687_538_\u0646\u062d\u0648\u0647-\u0646\u0635\u0628-\u0622\u062e\u0631\u06cc\u0646-\u0646\u0633\u062e\u0647-NVIDIA-CUDA-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 506w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/05\/graphical-user-interface-text-description-automa-2-300x88.png 300w\" sizes=\"(max-width: 506px) 100vw, 506px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span><a id=\"post-324719-_Toc132585086\"><\/a><a id=\"post-324719-_Toc133797578\"><\/a>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0627\u0632 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc NVIDIA CUDA.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 CUDA \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f\u060c \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 CUDA \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%85%d9%86%d8%a7%d8%a8%d8%b9\"><\/span><a id=\"post-324719-_Toc133797579\"><\/a>\u0645\u0646\u0627\u0628\u0639:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li><a href=\"https:\/\/developer.nvidia.com\/cuda-downloads\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">\u062f\u0627\u0646\u0644\u0648\u062f\u0647\u0627\u06cc \u06a9\u06cc\u062a \u0627\u0628\u0632\u0627\u0631 CUDA |  NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/docs.nvidia.com\/cuda\/cuda-installation-guide-linux\/index.html#package-manager-metas\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\">\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0646\u0635\u0628 NVIDIA CUDA \u0628\u0631\u0627\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633<\/a><\/li>\n<\/ol>\n<\/div>\n\n<div>\u0628\u0631\u0627\u06cc \u0646\u06af\u0627\u0631\u0634 \u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062a\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u06cc\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc GPT \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f <br \/>\n\u0644\u0637\u0641\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u062c\u0648\u062f \u0645\u0634\u06a9\u0644 \u062f\u0631 \u0645\u062a\u0646 \u06cc\u0627 \u0645\u0641\u0647\u0648\u0645 \u0646\u0628\u0648\u062f\u0646 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a\u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u06a9\u0645\u0647 \u06af\u0632\u0627\u0631\u0634 \u0646\u0648\u0634\u062a\u0627\u0631 \u06cc\u0627 \u062f\u0631\u062c \u0646\u0638\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0645\u0627 \u0631\u0627 \u0627\u0632 \u062c\u0632\u06cc\u06cc\u0627\u062a \u0645\u0634\u06a9\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0645\u0637\u0644\u0639 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0622\u0646 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u06cc\u0645\n<\/div>\n<p>\u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0634\u0627\u0631: 1402-12-28 20:11:03<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;10613&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 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 NVIDIA CUDA \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0634\u06a9\u0644 \u06a9\u0627\u0645\u0644 CUDA\u060c Compute Unified Device Architecture \u0627\u0633\u062a. CUDA \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0648\u0627\u0632\u06cc \u0648 \u0645\u062f\u0644 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 NVIDIA \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc NVIDIA (GPU) \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \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 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":10614,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2754,95],"tags":[422,105,2757,2756,2758],"class_list":["post-10613","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ubuntu","category-linux","tag-ubuntu","tag-105","tag-2757","tag--ubuntu","tag-2758"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10613","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=10613"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/10613\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/10614"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=10613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=10613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=10613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}