{"id":2907,"date":"2026-04-19T12:02:30","date_gmt":"2026-04-19T09:02:30","guid":{"rendered":"https:\/\/blog.maram.iq\/?p=2907"},"modified":"2026-04-20T09:52:23","modified_gmt":"2026-04-20T06:52:23","slug":"gpu-server-%d9%88%d9%84%d9%85%d8%a7%d8%b0%d8%a7-%d8%aa%d8%ad%d8%aa%d8%a7%d8%ac%d9%87","status":"publish","type":"post","link":"https:\/\/maram.iq\/blogs\/gpu-server-%d9%88%d9%84%d9%85%d8%a7%d8%b0%d8%a7-%d8%aa%d8%ad%d8%aa%d8%a7%d8%ac%d9%87\/","title":{"rendered":"\u0645\u0627 \u0647\u0648 GPU Server \u0648\u0644\u0645\u0627\u0630\u0627 \u062a\u062d\u062a\u0627\u062c\u0647"},"content":{"rendered":"\n<p>\u0645\u0627 \u0647\u0648 GPU Server \u0648\u0644\u0645\u0627\u0630\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0623\u0635\u0628\u062d \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u062e\u0627\u0635\u0629 \u0645\u0639 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0647\u0627\u0626\u0644 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a 2026. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0623\u0648 \u062d\u062a\u0649 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0633\u064a\u062d\u062f\u062f \u0646\u062c\u0627\u062d \u0645\u0634\u0631\u0648\u0639\u0643 \u0623\u0648 \u0641\u0634\u0644\u0647. GPU Server \u064a\u0642\u062f\u0645 \u0644\u0643 \u0642\u0648\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0636\u062e\u0645\u0629 \u062a\u062a\u064a\u062d \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0633\u0631\u0639\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639 AI \u0627\u0644\u062d\u062f\u064a\u062b\u0629<\/p>\n\n<div class=\"table-of-contents\" style=\"background:#f8fafc;border:1px solid #e2e8f0;border-radius:12px;padding:1.5rem;margin:1.5rem 0;\"><p style=\"font-weight:700;font-size:1.05rem;margin-bottom:.75rem;\">\u0645\u062d\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0644<\/p><ul style=\"list-style:none;padding:0;margin:0;\"><li style=\"padding:.25rem 0;\"><a href=\"#section-1\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; GPU Server \u0648\u0644\u0645\u0627\u0630\u0627: \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0645\u0639\u0631\u0641\u062a\u0647<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-2\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0645\u0627 \u0647\u0648 GPU Server<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-3\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 CPU \u0648 GPU \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-4\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0644\u0645\u0627\u0630\u0627 \u062a\u0639\u062a\u0645\u062f \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GPU<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-5\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 GPU Server \u062a\u0642\u0646\u064a\u0627\u064b<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-6\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0623\u0646\u0648\u0627\u0639 \u0643\u0631\u0648\u062a GPU \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-7\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u062f\u0648\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 (CPU + RAM + NVMe)<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-8\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a GPU<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-9\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 GPU Server \u0648 VPS \u0648 Dedicated<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-10\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0645\u062a\u0649 \u062a\u062d\u062a\u0627\u062c GPU Server \u0641\u0639\u0644\u064a\u0627\u064b<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-11\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0643\u064a\u0641 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0634\u0631\u0648\u0639\u0643<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-12\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0623\u062e\u0637\u0627\u0621 \u0634\u0627\u0626\u0639\u0629 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPU Servers<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"#section-13\" style=\"color:#4f46e5;text-decoration:none;\">&#8592; \u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/a><\/li><\/ul><\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-1\">GPU Server \u0648\u0644\u0645\u0627\u0630\u0627: \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0645\u0639\u0631\u0641\u062a\u0647<\/h2>\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-2\">\u0645\u0627 \u0647\u0648 GPU Server<\/h2>\n\n\n\n<p>GPU Server \u0647\u0648 \u0633\u064a\u0631\u0641\u0631 \u0645\u062a\u0642\u062f\u0645 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0643\u0631\u0648\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 (Graphics Processing Units)\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629. \u0628\u0639\u0643\u0633 \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0641\u0642\u0637 \u0639\u0644\u0649 CPU\u060c \u0641\u0625\u0646 GPU Server \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0622\u0644\u0627\u0641 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0623\u0633\u0631\u0639 \u0628\u0643\u062b\u064a\u0631 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062d\u0633\u0627\u0628\u0627\u062a \u0645\u0643\u062b\u0641\u0629<\/p>\n\n\n\n<p>\u0647\u0630\u0647 \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (Deep Learning)<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/li>\n\n\n\n<li>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-3\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 CPU \u0648 GPU \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644<\/h2>\n\n\n\n<p>\u0644\u0641\u0647\u0645 \u0623\u0647\u0645\u064a\u0629 GPU Server\u060c \u064a\u062c\u0628 \u0623\u0648\u0644\u0627\u064b \u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 CPU \u0648 GPU<\/p>\n\n\n\n<p>CPU (\u0627\u0644\u0645\u0639\u0627\u0644\u062c):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0639\u062f\u062f \u0623\u0646\u0648\u064a\u0629 \u0642\u0644\u064a\u0644 \u0646\u0633\u0628\u064a\u0627\u064b<\/li>\n\n\n\n<li>\u0623\u062f\u0627\u0621 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629<\/li>\n\n\n\n<li>\u0645\u0646\u0627\u0633\u0628 \u0644\u062a\u0634\u063a\u064a\u0644 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629<\/li>\n<\/ul>\n\n\n\n<p>GPU (\u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0627\u0644\u0631\u0633\u0648\u0645\u064a):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0622\u0644\u0627\u0641 \u0627\u0644\u0623\u0646\u0648\u064a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u0645\u0635\u0645\u0645 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629<\/li>\n\n\n\n<li>\u0623\u0633\u0631\u0639 \u0628\u0643\u062b\u064a\u0631 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0645\u062b\u0627\u0644 \u0628\u0633\u064a\u0637:<br>\u0625\u0630\u0627 \u0643\u0627\u0646 CPU \u064a\u0639\u0645\u0644 \u0643\u0645\u062f\u064a\u0631 \u064a\u0646\u0641\u0630 \u0645\u0647\u0645\u0629 \u062a\u0644\u0648 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0641\u0625\u0646 GPU \u064a\u0639\u0645\u0644 \u0643\u0641\u0631\u064a\u0642 \u0643\u0628\u064a\u0631 \u064a\u0646\u0641\u0630 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0647\u0627\u0645 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-4\">\u0644\u0645\u0627\u0630\u0627 \u062a\u0639\u062a\u0645\u062f \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 GPU<\/h2>\n\n\n\n<p>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0629 \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 Training \u0648 Inference \u062a\u062a\u0637\u0644\u0628 \u0642\u0648\u0629 \u062d\u0633\u0627\u0628\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u062c\u062f\u0627\u064b<\/p>\n\n\n\n<p>GPU \u064a\u0648\u0641\u0631:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0633\u0631\u064a\u0639 \u0643\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/li>\n\n\n\n<li>\u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/li>\n\n\n\n<li>\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0636\u062e\u0645\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0628\u062f\u0648\u0646 GPU\u060c \u0642\u062f \u064a\u0633\u062a\u063a\u0631\u0642 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c AI \u0623\u064a\u0627\u0645 \u0623\u0648 \u0623\u0633\u0627\u0628\u064a\u0639\u060c \u0628\u064a\u0646\u0645\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPU \u064a\u0645\u0643\u0646 \u062a\u0642\u0644\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0648\u0642\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-5\">\u0643\u064a\u0641 \u064a\u0639\u0645\u0644 GPU Server \u062a\u0642\u0646\u064a\u0627\u064b<\/h2>\n\n\n\n<p>GPU Server \u064a\u0639\u0645\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0639\u0644\u0649 \u0623\u0646\u0648\u064a\u0629 GPU\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0648\u0627\u0632\u064a. \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 CUDA \u0645\u0646 NVIDIA \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629<\/p>\n\n\n\n<p>\u0641\u064a \u0628\u064a\u0626\u0627\u062a \u062d\u062f\u064a\u062b\u0629\u060c \u064a\u062a\u0645 \u062f\u0645\u062c GPU \u0645\u0639:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Docker Containers<\/li>\n\n\n\n<li>Kubernetes<\/li>\n\n\n\n<li>APIs \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n<\/ul>\n\n\n\n<p>\u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0628\u0628\u0646\u0627\u0621 \u0628\u064a\u0626\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u062a\u0637\u0628\u064a\u0642\u0627\u062a AI \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0631 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-6\">\u0623\u0646\u0648\u0627\u0639 \u0643\u0631\u0648\u062a GPU \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a<\/h2>\n\n\n\n<p>\u0641\u064a 2026\u060c \u062a\u062a\u0648\u0641\u0631 \u0639\u062f\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 GPU \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a\u060c \u0648\u0643\u0644 \u0646\u0648\u0639 \u0645\u062e\u0635\u0635 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639\u064a\u0646<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NVIDIA L4: \u0645\u062b\u0627\u0644\u064a \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (Inference)<\/li>\n\n\n\n<li>NVIDIA RTX A6000: \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 (Training)<\/li>\n\n\n\n<li>NVIDIA A100 \/ H100: \u0645\u062e\u0635\u0635 \u0644\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0643\u0631\u062a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u062a\u0646\u0641\u064a\u0630\u0647<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-7\">\u062f\u0648\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 (CPU + RAM + NVMe)<\/h2>\n\n\n\n<p>GPU \u0648\u062d\u062f\u0647 \u0644\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0642\u0648\u064a\u060c \u0628\u0644 \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u062c\u0632\u0621 \u0645\u0646 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629<\/p>\n\n\n\n<p>\u0627\u0644\u0645\u0639\u0627\u0644\u062c (CPU):<br>\u0645\u062b\u0644 AMD EPYC\u060c \u064a\u062f\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u064a\u0648\u0632\u0639 \u0627\u0644\u062d\u0645\u0644<\/p>\n\n\n\n<p>\u0627\u0644\u0630\u0627\u0643\u0631\u0629 (RAM):<br>\u062a\u062e\u0632\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0642\u062a\u0629 \u0648\u062a\u0633\u0631\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/p>\n\n\n\n<p>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 (NVMe):<br>\u064a\u0648\u0641\u0631 \u0633\u0631\u0639\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0642\u0631\u0627\u0621\u0629 \u0648\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p>\n\n\n\n<p>\u0639\u0646\u062f \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a\u060c \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0648\u0645\u0633\u062a\u0642\u0631<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-8\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a GPU<\/h2>\n\n\n\n<p>\u0633\u064a\u0631\u0641\u0631\u0627\u062a GPU \u0623\u0635\u0628\u062d\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u0645\u0646\u0647\u0627:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0634\u063a\u064a\u0644 Chatbots \u0648 AI Assistants<\/li>\n\n\n\n<li>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Stable Diffusion<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/li>\n\n\n\n<li>\u062a\u0634\u063a\u064a\u0644 \u062a\u0637\u0628\u064a\u0642\u0627\u062a SaaS<\/li>\n\n\n\n<li>\u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u062a\u0648\u0635\u064a\u0629 (Recommendation Systems)<\/li>\n\n\n\n<li>\u062a\u0634\u063a\u064a\u0644 n8n \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/li>\n<\/ul>\n\n\n\n<p>\u0647\u0630\u0647 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u062a\u062a\u0637\u0644\u0628 \u0633\u0631\u0639\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u062d\u0642\u064a\u0642\u0647\u0627 \u0628\u062f\u0648\u0646 GPU<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-9\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 GPU Server \u0648 VPS \u0648 Dedicated<\/h2>\n\n\n\n<p>VPS:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 CPU<\/li>\n\n\n\n<li>\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629<\/li>\n<\/ul>\n\n\n\n<p>GPU Server:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 GPU<\/li>\n\n\n\n<li>\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n<\/ul>\n\n\n\n<p>Dedicated Server:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0648\u0627\u0631\u062f \u0643\u0627\u0645\u0644\u0629<\/li>\n\n\n\n<li>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062d\u062a\u0648\u064a GPU \u0623\u0648 \u0644\u0627<\/li>\n<\/ul>\n\n\n\n<p>GPU Server \u064a\u0642\u062f\u0645 \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a AI \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-10\">\u0645\u062a\u0649 \u062a\u062d\u062a\u0627\u062c GPU Server \u0641\u0639\u0644\u064a\u0627\u064b<\/h2>\n\n\n\n<p>\u062a\u062d\u062a\u0627\u062c GPU Server \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 AI \u0623\u0648 Machine Learning<\/li>\n\n\n\n<li>\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c Deep Learning<\/li>\n\n\n\n<li>\u062a\u0634\u063a\u064a\u0644 API \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 AI<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629<\/li>\n\n\n\n<li>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062d\u062a\u0627\u062c \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0623\u0645\u0627 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062f\u064a\u0631 \u0645\u0648\u0642\u0639 \u0639\u0627\u062f\u064a\u060c \u0641\u0642\u062f \u0644\u0627 \u062a\u062d\u062a\u0627\u062c GPU<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-11\">\u0643\u064a\u0641 \u062a\u062e\u062a\u0627\u0631 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0634\u0631\u0648\u0639\u0643<\/h2>\n\n\n\n<p>\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/li>\n\n\n\n<li>\u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/li>\n\n\n\n<li>\u0639\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/li>\n\n\n\n<li>\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629<\/li>\n<\/ul>\n\n\n\n<p>\u0646\u0635\u0627\u0626\u062d \u0645\u0647\u0645\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u062e\u062a\u0631 GPU \u0645\u0646\u0627\u0633\u0628 (L4 \u0623\u0648 A6000)<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u062f\u0645 NVMe<\/li>\n\n\n\n<li>\u062a\u0623\u0643\u062f \u0645\u0646 \u0648\u062c\u0648\u062f RAM \u0643\u0627\u0641\u064a\u0629<\/li>\n\n\n\n<li>\u0627\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c \u0642\u0648\u064a \u0645\u062b\u0644 AMD EPYC<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-12\">\u0623\u062e\u0637\u0627\u0621 \u0634\u0627\u0626\u0639\u0629 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPU Servers<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u062e\u062a\u064a\u0627\u0631 GPU \u063a\u064a\u0631 \u0645\u0646\u0627\u0633\u0628<\/li>\n\n\n\n<li>\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 RAM \u0642\u0644\u064a\u0644\u0629<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062e\u0632\u064a\u0646 HDD \u0628\u0637\u064a\u0621<\/li>\n\n\n\n<li>\u0639\u062f\u0645 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0638\u0627\u0645<\/li>\n\n\n\n<li>\u062a\u062c\u0627\u0647\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f<\/li>\n<\/ul>\n\n\n\n<p>\u0647\u0630\u0647 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0623\u062f\u0627\u0621 \u0636\u0639\u064a\u0641 \u062d\u062a\u0649 \u0645\u0639 \u0648\u062c\u0648\u062f GPU<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-13\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h2>\n\n\n\n<p>GPU Server \u0623\u0635\u0628\u062d \u062d\u062c\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u0623\u064a \u0645\u0634\u0631\u0648\u0639 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a 2026. \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0644\u0643 \u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a\u060c \u0633\u0631\u0639\u0629 \u062a\u0646\u0641\u064a\u0630\u060c \u0648\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0634\u063a\u064a\u0644. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0628\u0646\u0627\u0621 \u0645\u0634\u0631\u0648\u0639 AI \u0646\u0627\u062c\u062d\u060c \u0641\u0625\u0646 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a GPU Server \u0645\u0639 \u0628\u0646\u064a\u0629 \u0642\u0648\u064a\u0629 \u0645\u062b\u0644 AMD EPYC \u0648 NVMe \u0647\u0648 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0635\u062d\u064a\u062d<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #bbf7d0;border-radius:12px;padding:1.5rem;margin:1.5rem 0;\"><p style=\"font-weight:700;margin-bottom:.75rem;\">\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<\/p><ul style=\"padding-right:1.25rem;margin:0;\"><li style=\"padding:.25rem 0;\"><a href=\"https:\/\/maram.iq\/blogs\/%d8%aa%d8%ae%d8%aa%d8%a7%d8%b1-%d9%82%d8%a7%d8%b9%d8%af%d8%a9-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d9%85%d9%86%d8%a7%d8%b3%d8%a8%d8%a9-%d9%84%d9%85%d8%b4%d8%b1%d9%88%d8%b9\/\">\u0643\u064a\u0641 \u062a\u062e\u062a\u0627\u0631 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u0634\u0631\u0648\u0639\u0643\u061f (\u062f\u0644\u064a\u0644 \u0639\u0645\u0644\u064a)<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"https:\/\/maram.iq\/blogs\/woocommerce-%d8%a7%d8%b3%d8%aa%d8%b6%d8%a7%d9%81%d8%a9-%d9%85%d8%b4%d8%aa%d8%b1%d9%83%d8%a9-%d8%a7%d9%85-vps\/\">WooCommerce \u0639\u0644\u0649 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0634\u062a\u0631\u0643\u0629 \u0623\u0645 VPS\u061f \u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u062f\u0627\u0621 \u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u0627\u0644\u0623\u0631\u0642\u0627\u0645<\/a><\/li><li style=\"padding:.25rem 0;\"><a href=\"https:\/\/maram.iq\/blogs\/%d8%aa%d8%b1%d8%ae%d9%8a%d8%b5-cpanel-%d8%b1%d8%b3%d9%85%d9%8a-%d8%a7%d9%84%d8%b9%d8%b1%d8%a7%d9%82\/\">\u0643\u064a\u0641 \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062a\u0631\u062e\u064a\u0635 cPanel \u0631\u0633\u0645\u064a \u0641\u064a \u0627\u0644\u0639\u0631\u0627\u0642 \u0628\u0623\u0641\u0636\u0644 \u0633\u0639\u0631\u061f<\/a><\/li><\/ul><\/div>\n\n\n<p><em>????: <a href=\"https:\/\/docs.cpanel.net\/\" target=\"_blank\" rel=\"noopener nofollow\">?????? ??????<\/a><\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0645\u0627 \u0647\u0648 GPU Server \u0648\u0644\u0645\u0627\u0630\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0623\u0635\u0628\u062d \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u062e\u0627\u0635\u0629 \u0645\u0639 \u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0647\u0627\u0626\u0644 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a 2026. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639&#8230;<\/p>\n","protected":false},"author":5,"featured_media":2908,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[284],"tags":[277,296,298,154,297,301],"class_list":["post-2907","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category----ai-hosting","tag-amd-epyc","tag-gpu-server","tag-nvidia-l4","tag-nvme","tag-rtx-a6000","tag-301"],"_links":{"self":[{"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/posts\/2907","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/comments?post=2907"}],"version-history":[{"count":3,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/posts\/2907\/revisions"}],"predecessor-version":[{"id":2912,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/posts\/2907\/revisions\/2912"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/media\/2908"}],"wp:attachment":[{"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/media?parent=2907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/categories?post=2907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maram.iq\/blogs\/wp-json\/wp\/v2\/tags?post=2907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}