{"id":4509,"date":"2025-11-05T11:12:00","date_gmt":"2025-11-05T11:12:00","guid":{"rendered":"https:\/\/lp.szlogic.cn\/knowledge-center\/cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained\/"},"modified":"2026-06-22T05:33:53","modified_gmt":"2026-06-22T05:33:53","slug":"cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained","status":"publish","type":"post","link":"https:\/\/resourceslp.szlogic.cn\/ar\/knowledge-center\/cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained","title":{"rendered":"\u0669. \u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0648\u0642 \u0628\u064a\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPU) \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"712\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57.webp\" alt=\"CPU vs GPU vs TPU vs NPU in AI Systems\" class=\"wp-image-4506\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57.webp 1200w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-300x178.webp 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-1024x608.webp 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-768x456.webp 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-18x12.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0661. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/knowledge-center\/what-is-cloud-computing-access-servers-storage-apps-online\/\">\u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/a>, \u0662. \u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0641\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u062a\u0639\u064a\u062f \u062a\u062d\u062f\u064a\u062f \u0637\u0631\u064a\u0642\u0629 \u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629. \u0648\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u062b\u0644 <strong>\u0648\u0630\u0627\u0643\u0631\u0629<\/strong>, <strong>\u0665. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a<\/strong>, <strong>\u0668. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU)<\/strong>, \u0662\u0669.\u200f \u060c \u0648 <strong>\u0664. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0635\u0628\u064a\u0629 (NPU)<\/strong> \u0663. \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0622\u0646 \u0645\u0631\u0643\u0632\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u060c \u0648\u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0638\u0627\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0664. \u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u062c\u0645\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0641\u0625\u0646\u0647\u0627 \u0645\u064f\u062d\u0633\u064e\u0651\u0646\u0629 \u0644\u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644 \u0645\u062e\u062a\u0644\u0641\u0629. \u0648\u064a\u0648\u0636\u0651\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0641\u0631\u0648\u0642\u0627\u062a \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0628\u064a\u0646\u0647\u0627\u060c \u0648\u062a\u0631\u0643\u064a\u0632\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> \u0665. \u0645\u0627 \u0647\u0648 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU)\u061f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0666. \u0627\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u062d\u0633\u0627\u0628 \u0627\u0644\u0639\u0627\u0645 \u0627\u0644\u063a\u0631\u0636<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0663\u0669. \u0625\u0646\u064e\u0651 <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>\u0648\u0630\u0627\u0643\u0631\u0629<\/strong><\/a> \u0667. \u0647\u064a \u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0627\u0644\u0639\u0627\u0645 \u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629. \u0648\u062a\u064f\u0631\u0643\u0650\u0651\u0632 \u0639\u0644\u0649 <strong>\u0668. \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0630\u064a \u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0646\u062e\u0641\u0636<\/strong>, \u0669. \u060c \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u0645\u0639\u0642\u062f \u0644\u0644\u0641\u0631\u0639\u064a\u0629\u060c \u0648\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0646\u0638\u0627\u0645.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0661\u0660. \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661\u0661. \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0641\u0631\u0639\u064a\u0627\u062a<\/p><\/li>\n\n\n\n<li><p>\u0661\u0662. \u062a\u0633\u0644\u0633\u0644 \u0647\u0631\u0645\u064a \u0643\u0628\u064a\u0631 \u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a<\/p><\/li>\n\n\n\n<li><p>\u0661\u0663. \u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0648\u0627\u0644\u0645\u062e\u062a\u0644\u0637\u0629<\/p><\/li>\n\n\n\n<li><p>\u0661\u0664. \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637\u060c \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0627\u0644\u0639\u0627\u0645<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0662\u0667. \u0645\u062b\u0627\u0644\u064a \u0644\u0640<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661\u0665. \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0645\u0647\u0645\u0627\u062a \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644<\/p><\/li>\n\n\n\n<li><p>\u0661\u0666. \u0639\u0645\u0644\u064a\u0627\u062a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0646\u0637\u0642 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/p><\/li>\n\n\n\n<li><p>\u0661\u0667. \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629\/\u0627\u0644\u0645\u0624\u062e\u0631\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p><\/li>\n\n\n\n<li><p>\u0661\u0668. \u0645\u0643\u062f\u0633 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u062d\u0643\u0645<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0662. \u0627\u0644\u0642\u064a\u0648\u062f<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661\u0669. \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0623\u0642\u0644 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0648\u0627\u0644\u0645\u0639\u062c\u0644\u0627\u062a<\/p><\/li>\n\n\n\n<li><p>\u0662\u0660. \u062a\u0643\u0644\u0641\u0629 \u0623\u0639\u0644\u0649 \u0644\u0643\u0644 \u0639\u0645\u0644\u064a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> \u0662\u0661. \u0645\u0627 \u0647\u064a \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u061f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0662\u0662. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0662\u0663. \u0648\u0628\u064f\u0646\u064a\u062a \u0641\u064a \u0627\u0644\u0623\u0635\u0644 \u0644\u0644\u0631\u0633\u0648\u0645\u0627\u062a\u060c, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>\u0668. \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs)<\/strong><\/a> \u0662\u0664. \u0641\u0647\u064a \u062a\u062a\u0641\u0648\u0642 \u0641\u064a <strong>\u0662\u0665. \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0627\u0644\u0636\u062e\u0645\u0629<\/strong>, \u0662\u0666. \u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u0645\u0633\u064a\u0637\u0631\u0629 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0661\u0660. \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0662\u0667. \u0622\u0644\u0627\u0641 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u062d\u0633\u0627\u0628\u064a (ALUs) \u0630\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 (SIMD\/SIMT)<\/p><\/li>\n\n\n\n<li><p>\u0662\u0668. \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0626\u0645\u0629 \u0646\u0635\u0641 \u0627\u0644\u062f\u0642\u0629 (FP16) \u0648\u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 (FP32)<\/p><\/li>\n\n\n\n<li><p>\u0662\u0669. \u0641\u0639\u0627\u0644\u0629 \u062c\u062f\u064b\u0651\u0627 \u0641\u064a \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0648\u0627\u0644 tenors<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0663\u0665. \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0640<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0663\u0660. \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/p><\/li>\n\n\n\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-hpc-high-performance-computing\/\" target=\"_blank\" rel=\"\">\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 (HPC)<\/a><\/p><\/li>\n\n\n\n<li><p>\u0663\u0661. \u0627\u0644\u0639\u0631\u0636 \u0627\u0644\u0645\u0631\u0626\u064a\u060c \u0648\u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629\u060c \u0648\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0662. \u0627\u0644\u0642\u064a\u0648\u062f<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0663\u0662. \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0639\u0627\u0644\u064d \u0644\u0644\u0637\u0627\u0642\u0629<\/p><\/li>\n\n\n\n<li><p>\u0663\u0663. \u0623\u0642\u0644 \u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a<\/p><\/li>\n\n\n\n<li><p>\u0663\u0664. \u062a\u062a\u0637\u0644\u0628 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0648\u0648\u0638\u0627\u0626\u0641 \u0623\u0633\u0627\u0633\u064a\u0629 (kernels) \u0645\u064f\u062d\u0633\u064e\u0651\u0646\u0629<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> \u0663\u0665. \u0645\u0627 \u0647\u0648 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU)\u061f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0663\u0666. \u0645\u0639\u062c\u0650\u0651\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0634\u0631\u0643\u0629 \u062c\u0648\u062c\u0644<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>\u0662\u0662. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU)<\/strong><\/a> \u0663\u0667. \u0647\u064a \u062f\u0627\u0626\u0631\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (ASIC) \u0637\u0648\u0631\u062a\u0647\u0627 \u0634\u0631\u0643\u0629 \u062c\u0648\u062c\u0644 \u0644\u0640 <strong>\u0663\u0668. \u0636\u0631\u0628 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0633\u0648\u0631<\/strong>, \u0663\u0669. \u060c \u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0643\u062b\u0627\u0641\u0629 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0664\u0660. \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0664\u0661. \u0648\u062d\u062f\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0634\u0628\u0643\u0629 \u0627\u0646\u0642\u0628\u0627\u0636\u064a\u0629 (Systolic array)<\/p><\/li>\n\n\n\n<li><p>\u0664\u0662. \u0630\u0627\u0643\u0631\u0629 \u062f\u0627\u062e\u0644\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a<\/p><\/li>\n\n\n\n<li><p>\u0664\u0663. \u0645\u064f\u062d\u0633\u064e\u0651\u0646\u0629 \u0644\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 TensorFlow \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629 (transformer) \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0663\u0665. \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0640<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0664\u0664. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs)<\/p><\/li>\n\n\n\n<li><p>\u0664\u0665. \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0639\u0627\u0644\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629<\/p><\/li>\n\n\n\n<li><p>\u0664\u0666. \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0644\u0627\u0645 \u0648\u0627\u0644\u0631\u0624\u064a\u0629<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0662. \u0627\u0644\u0642\u064a\u0648\u062f<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661. \u0645\u062a\u0648\u0641\u0631 \u0628\u0634\u0643\u0644 \u0631\u0626\u064a\u0633\u064a \u0639\u0628\u0631 Google Cloud<\/p><\/li>\n\n\n\n<li><p>\u0662. \u0623\u0642\u0644 \u0645\u0631\u0648\u0646\u0629\u064b \u0645\u0646 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0644\u0644\u0645\u0647\u0627\u0645 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> \u0663. \u0645\u0627 \u0647\u0648 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPU)\u061f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0664. \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0641\u0639\u0651\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0663\u0668. \u0623\u064e\u0646\u0652 <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>\u0664. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0635\u0628\u064a\u0629 (NPU)<\/strong><\/a> \u0665. \u064a\u064f\u0633\u0631\u0651\u0639 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a <strong>\u0666. \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0648\u0627\u0641 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0637\u0627\u0642\u0629<\/strong>. \u0667. . \u0648\u0642\u062f \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0622\u0646 \u0642\u064a\u0627\u0633\u064a\u0629\u064b \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0634\u0631\u0627\u0626\u062d \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 (SoCs)\u060c \u0648\u0631\u0642\u0627\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0633\u064a\u0627\u0631\u0627\u062a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0635\u0646\u0627\u0639\u064a (IoT).<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0661\u0660. \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0668. \u062e\u0637\u0648\u0637 \u062a\u0646\u0641\u064a\u0630 \u0639\u0635\u0628\u064a\u0629 \u0645\u062e\u0635\u0635\u0629<\/p><\/li>\n\n\n\n<li><p>\u0669. \u062f\u0639\u0645 \u0627\u0644\u062d\u0633\u0627\u0628 \u0627\u0644\u0643\u0645\u0651\u064a (INT8\/INT4)<\/p><\/li>\n\n\n\n<li><p>\u0661\u0660. \u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0644\u0643\u0644 \u0648\u0627\u0637 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0663\u0665. \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0640<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661\u0661. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0645\u0648\u0644 (\u0627\u0644\u0631\u0624\u064a\u0629\u060c \u0648\u0627\u0644\u0643\u0644\u0627\u0645\u060c \u0648\u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u0639\u0632\u0632\/\u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a)<\/p><\/li>\n\n\n\n<li><p>\u0661\u0662. \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a<\/p><\/li>\n\n\n\n<li><p>\u0664\u0662. \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a <a href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-adas-system\/\" target=\"_blank\" rel=\"\">\u0664\u0663. \u0623\u0646\u0638\u0645\u0629 \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0633\u0627\u0626\u0642 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 (ADAS)<\/a> \u0661\u0663. \u0627\u0644\u062d\u0648\u0633\u0628\u0629<\/p><\/li>\n\n\n\n<li><p>\u0661\u0664. \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 (LLM) \u0648\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062d\u0648\u0627\u0641<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0662. \u0627\u0644\u0642\u064a\u0648\u062f<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0661\u0665. \u063a\u064a\u0631 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<\/p><\/li>\n\n\n\n<li><p>\u0661\u0666. \u0645\u0631\u0648\u0646\u0629 \u0623\u0636\u064a\u0642 \u0641\u064a \u0646\u0648\u0639 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 CPU\/GPU<\/p><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-1024x683.png\" alt=\"What Is an NPU? (Neural Processing Unit)\" class=\"wp-image-4507\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-1024x683.png 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-300x200.png 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-768x512.png 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-18x12.png 18w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> \u0661\u0667. \u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629: CPU \u0645\u0642\u0627\u0628\u0644 GPU \u0645\u0642\u0627\u0628\u0644 TPU \u0645\u0642\u0627\u0628\u0644 NPU<\/h2>\n\n\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<colgroup><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" rowspan=\"1\"><p>\u0661\u0668.\u200f \u0627\u0644\u0645\u064a\u0632\u0629<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u0648\u0630\u0627\u0643\u0631\u0629<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u0665. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u0668. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU)<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u0664. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0635\u0628\u064a\u0629 (NPU)<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u0661\u0668. \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0661\u0669. \u0627\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u0645\u0646\u0637\u0642<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0661. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0669. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0660. \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u062d\u0648\u0627\u0641<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0661. \u0646\u0645\u0637 \u0627\u0644\u062d\u0648\u0633\u0628\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0662. \u062a\u0633\u0644\u0633\u0644\u064a + \u0645\u062a\u0648\u0627\u0632\u064a \u0645\u062e\u062a\u0644\u0637<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0663. \u0645\u062a\u0648\u0627\u0632\u064a \u0636\u062e\u0645<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0664. \u0645\u0635\u0641\u0648\u0641\u0629 \u0633\u0627\u064a\u0644\u0648\u062a\u064a\u0629 (systolic) \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0665. \u062e\u0637\u0648\u0637 \u062a\u0646\u0641\u064a\u0630 \u0639\u0635\u0628\u064a\u0629<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u0664\u0663. \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u064a \u062a\u062a\u0641\u0648\u0642 \u0641\u064a\u0647<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0666. \u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0666. \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 (HPC)<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0667. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0668. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0637\u0627\u0642\u0629<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u0662\u0669. \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0623\u0645\u062b\u0644<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0663\u0660. \u0627\u0644\u062e\u0648\u0627\u062f\u0645\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0634\u062e\u0635\u064a\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0663\u0661. \u0645\u062d\u0637\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0627\u0644\u0633\u062d\u0627\u0628\u0629<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0663\u0662. Google Cloud<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0663\u0663. \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0648\u0627\u0641<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u0661. \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0662\u0660. \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u0663\u0664. GPU \/ TPU<\/strong> \u0663\u0665. \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/p><\/li>\n\n\n\n<li><p><strong>\u0648\u0630\u0627\u0643\u0631\u0629<\/strong> \u0663\u0666. \u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u062d\u0643\u0645\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637\u060c \u0648\u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0663\u0667. \u0627\u0644\u062d\u0648\u0627\u0641 \u0648\u0627\u0644\u0645\u062f\u0645\u064e\u0651\u062c\u0629<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\" target=\"_blank\" rel=\"\"><strong>\u0664. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0635\u0628\u064a\u0629 (NPU)<\/strong><\/a> \u0663\u0668. \u0644\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0641\u0648\u0631\u064a<\/p><\/li>\n\n\n\n<li><p><strong>\u0648\u0630\u0627\u0643\u0631\u0629<\/strong> \u0663\u0669. \u064a\u062f\u064a\u0631 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u0645\u0647\u0645\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645\u060c \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0664\u0660. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0664\u0661. \u062a\u062f\u0645\u062c \u0645\u0643\u062f\u0651\u0633\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f <strong>\u0664\u0662. CPU + GPU\/TPU + NPU<\/strong> \u0664\u0663. \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0623\u062e\u064a\u0631\u060c \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0637\u0627\u0642\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u0664\u0664. \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0648\u0628\u0646\u064a\u0651\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0664\u0665. \u062a\u062a\u0637\u0644\u0628 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0634\u0628\u0643\u0627\u062a \u0642\u0648\u064a\u0629 \u0648\u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0641\u0639\u0651\u0627\u0644. \u0648\u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u062f\u0645\u060c \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u062a\u0633\u0631\u064a\u0639\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0648\u0627\u0641.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0664\u0666. \u0627\u0644\u0645\u0643\u0648\u0651\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0645\u0646 <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/\"><strong>\u0664\u0660. LINK-PP<\/strong><\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u0639\u0629 <a href=\"https:\/\/www.l-p.com\/store-17516-10g-base-t-rj45-connector.htm\" target=\"_blank\" rel=\"\"><strong>\u0662. \u0645\u0648\u0635\u0644\u0627\u062a RJ45<\/strong><\/a> \u0664\u0667. (1 \u062c\u064a\u062c\u0627\u0628\u062a\/\u062b\u0627\u0646\u064a\u0629\u060c 2.5 \u062c\u064a\u062c\u0627\u0628\u062a\/\u062b\u0627\u0646\u064a\u0629\u060c 10 \u062c\u064a\u062c\u0627\u0628\u062a\/\u062b\u0627\u0646\u064a\u0629\u060c \u0645\u0639 \u062f\u0639\u0645 \u0637\u0627\u0642\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u064a\u062b\u0631\u0646\u062a PoE)<\/p><\/li>\n\n\n\n<li><p><strong>\u0664\u0668. \u0645\u063a\u0646\u0627\u0637\u064a\u0633\u0627\u062a \u0627\u0644\u0625\u064a\u062b\u0631\u0646\u062a <\/strong><a href=\"https:\/\/www.l-p.com\/store-17548-lan-transformer.htm\" target=\"_blank\" rel=\"\"><strong>\u0667. \u0645\u062d\u0648\u0644\u0627\u062a \u0634\u0628\u0643\u0629 LAN<\/strong><\/a><\/p><\/li>\n\n\n\n<li><p><a href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\" target=\"_blank\" rel=\"\"><strong>\u0664\u0669. \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0625\u0631\u0633\u0627\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0627\u0644\u0636\u0648\u0626\u064a (SFP\/QSFP)<\/strong><\/a> \u0665\u0660. \u0644\u0634\u0628\u0643\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p><\/li>\n\n\n\n<li><p>\u0665\u0661. \u0645\u0643\u0648\u0646\u0627\u062a \u0625\u064a\u062b\u0631\u0646\u062a \u0645\u0636\u0645\u0646\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0644\u0628\u0648\u0627\u0628\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u0648\u0627\u0626\u064a\u0629<\/p><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0665\u0662. \u062a\u062f\u0639\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a \u0627\u0644\u0633\u0639\u0629 \u0648\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0623\u062e\u064a\u0631 \u2014 \u0648\u0647\u064a \u0623\u0645\u0631\u064c \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0648\u0632\u064e\u0651\u0639\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u0662\u0668.\u200f \u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h2>\n\n\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<colgroup><col style=\"width: 117px;\"\/><col style=\"width: 260px;\"\/><col style=\"min-width: 25px;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p>\u0665\u0663. \u0627\u0644\u0645\u0639\u0627\u0644\u062c<\/p><\/th><th colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u0661\u0662.\u200f \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u0623\u0641\u0636\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>\u0648\u0630\u0627\u0643\u0631\u0629<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u0665\u0664. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u063a\u0631\u0636<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0665\u0665. \u0627\u0644\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u0646\u0638\u0627\u0645\u060c \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0637\u0629<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>\u0665. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u0665\u0666. \u0645\u062d\u0631\u0643 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0665\u0667. \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 (HPC)<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>\u0668. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU)<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u0665\u0668. \u0645\u0633\u0631\u0651\u0639 \u0627\u0644\u062a\u0646\u0633\u0648\u0631<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0665\u0669. \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLM) \u0648\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ar\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>\u0664. \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0639\u0635\u0628\u064a\u0629 (NPU)<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u0666\u0660. \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0648\u0627\u0641<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u0666\u0661. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0645\u0648\u0644 \u0648\u0627\u0644\u0645\u062f\u0645\u062c \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0666\u0662. \u0648\u0645\u0639 \u062a\u0648\u0633\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0648\u0627\u0644\u062d\u0648\u0627\u0641\u060c \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u064a\u0643\u0645\u0646 \u0641\u064a <strong>\u0666\u0663. \u0647\u0646\u062f\u0633\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/strong> \u062d\u064a\u062b \u064a\u0639\u0645\u0644 \u0643\u0644 \u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644\u0647 \u0627\u0644\u0623\u0645\u062b\u0644.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0661\u0660. \u062a\u0639\u0644\u064e\u0651\u0645 \u0627\u0644\u0641\u0631\u0648\u0642 \u0628\u064a\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0646\u0633\u0648\u0631 (TPU) \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NPU). \u0648\u064a\u0648\u0636\u0650\u0651\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0648\u0633\u064e\u0651\u0639 \u0647\u064a\u0627\u0643\u0644\u0647\u0627 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0648\u0623\u062f\u0627\u0621 \u0643\u0644\u064d\u0651 \u0645\u0646\u0647\u0627 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629.<\/p>","protected":false},"author":1,"featured_media":4508,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[22,23,24,25,26],"class_list":["post-4509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-center","tag-integrated-rj45-connectors","tag-link-pp-lan-transformers","tag-link-pp","tag-modular-jack","tag-optics-transceivers"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/posts\/4509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/comments?post=4509"}],"version-history":[{"count":4,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/posts\/4509\/revisions"}],"predecessor-version":[{"id":10934,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/posts\/4509\/revisions\/10934"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/media\/4508"}],"wp:attachment":[{"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/media?parent=4509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/categories?post=4509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ar\/wp-json\/wp\/v2\/tags?post=4509"}],"curies":[{"name":"\u0661. \u0648\u064e\u0628","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}