{"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\/ja\/knowledge-center\/cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained","title":{"rendered":"\u73fe\u4ee3\u306eAI\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308bCPU vs GPU vs TPU vs NPU\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b"},"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\">AI\u3001<br>, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/knowledge-center\/what-is-cloud-computing-access-servers-storage-apps-online\/\">\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/a>, \u3001\u304a\u3088\u3073\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30a8\u30c3\u30b8\u30fb\u30c7\u30d0\u30a4\u30b9\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u65b9\u6cd5\u3092\u518d\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u7528\u8a9e\u306f\u3001<br> <strong>CPU<\/strong>, <strong>GPU<\/strong>, <strong>TPU<\/strong>, \u304a\u3088\u3073 <strong>NPU<\/strong> \u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3001\u63a8\u8ad6\u52b9\u7387\u3001\u304a\u3088\u3073\u30b7\u30b9\u30c6\u30e0\u6027\u80fd\u306b\u95a2\u3059\u308b\u8b70\u8ad6\u306e\u4e2d\u5fc3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u30894\u3064\u306f\u3059\u3079\u3066\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u307e\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u30ac\u30a4\u30c9\u3067\u306f\u3001\u73fe\u4ee3\u306eAI\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u305d\u308c\u3089\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u306e\u9055\u3044\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u91cd\u70b9\u9818\u57df\u3001\u304a\u3088\u3073\u5b9f\u7528\u7684\u306a\u5fdc\u7528\u306b\u3064\u3044\u3066\u660e\u78ba\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<br>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> CPU\u3068\u306f\uff1f\uff08\u4e2d\u592e\u6f14\u7b97\u51e6\u7406\u88c5\u7f6e\uff09<br><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u822c\u76ee\u7684\u306e\u5236\u5fa1\u304a\u3088\u3073\u8a08\u7b97<br><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>CPU<\/strong><\/a> \u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u57fa\u790e\u3068\u306a\u308b\u4e00\u822c\u76ee\u7684\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u3002\u305d\u306e\u7279\u5fb4\u306f\u3001<br> <strong>\u4f4e\u9045\u5ef6\u5b9f\u884c<br><\/strong>, \u3001\u8907\u96d1\u306a\u5206\u5c90\u30ed\u30b8\u30c3\u30af\u3001\u304a\u3088\u3073\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<br>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u591a\u6bb5\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304a\u3088\u3073\u5206\u5c90\u4e88\u6e2c<br><\/p><\/li>\n\n\n\n<li><p>\u5927\u898f\u6a21\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u968e\u5c64<br><\/p><\/li>\n\n\n\n<li><p>\u30b7\u30fc\u30b1\u30f3\u30b7\u30e3\u30eb\u304a\u3088\u3073\u6df7\u5408\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306b\u6700\u9069\u5316<br><\/p><\/li>\n\n\n\n<li><p>\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b7\u30b9\u30c6\u30e0\u3001I\/O\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073\u4e00\u822c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30ed\u30b8\u30c3\u30af\u306e\u51e6\u7406<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8a2d\u8a08\u306b\u6700\u9069\u3067\u3001\u5805\u7262\u306a\u96fb\u529b\u4f9b\u7d66\u3068\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u57fa\u677f\u5b9f\u88c5\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073OS\u30bf\u30b9\u30af<br><\/p><\/li>\n\n\n\n<li><p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u304a\u3088\u3073API\u30ed\u30b8\u30c3\u30af<br><\/p><\/li>\n\n\n\n<li><p>AI\u30e2\u30c7\u30eb\u306e\u524d\u51e6\u7406\uff0f\u5f8c\u51e6\u7406<br><\/p><\/li>\n\n\n\n<li><p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u30fb\u30b9\u30bf\u30c3\u30af\u304a\u3088\u3073\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30fb\u30d7\u30ec\u30fc\u30f3<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8ab2\u984c<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>GPU\u304a\u3088\u3073\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3068\u6bd4\u8f03\u3057\u3066\u4e26\u5217\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c\u4f4e\u3044<br><\/p><\/li>\n\n\n\n<li><p>AI\u6f14\u7b97\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u304c\u9ad8\u3044<br><\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> GPU\u3068\u306f\uff1f\uff08\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30fb\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30fb\u30e6\u30cb\u30c3\u30c8\uff09<br><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u5b66\u7fd2\u5411\u3051\u306e\u9ad8\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<br><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5143\u3005\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u51e6\u7406\u306e\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u304c\u3001<br>, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>GPU<\/strong><\/a> \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u51e6\u7406\u306b\u512a\u308c\u3066\u3044\u307e\u3059\uff1a<br> <strong>\u5927\u898f\u6a21\u306a\u4e26\u5217\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97<br><\/strong>, \u3001\u305d\u306e\u305f\u3081\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b66\u7fd2\u306b\u304a\u3044\u3066\u652f\u914d\u7684\u3067\u3059\u3002<br>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u6570\u5343\u306eSIMD\uff0fSIMT ALU<br><\/p><\/li>\n\n\n\n<li><p>\u9ad8\u3044FP16\uff0fFP32\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8<br><\/p><\/li>\n\n\n\n<li><p>\u884c\u5217\u304a\u3088\u3073\u30c6\u30f3\u30bd\u30eb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5bfe\u3057\u3066\u6975\u3081\u3066\u52b9\u7387\u7684<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6700\u9069\u306a\u7528\u9014\uff1a<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2<br><\/p><\/li>\n\n\n\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-hpc-high-performance-computing\/\" target=\"_blank\" rel=\"\">\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff08HPC\uff09<\/a><\/p><\/li>\n\n\n\n<li><p>\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30c7\u30aa\u52a0\u901f<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8ab2\u984c<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u9ad8\u3044\u96fb\u529b\u6d88\u8cbb<br><\/p><\/li>\n\n\n\n<li><p>\u975e\u4e26\u5217\u30ed\u30b8\u30c3\u30af\u306b\u5bfe\u3057\u3066\u306f\u52b9\u7387\u304c\u4f4e\u3044<br><\/p><\/li>\n\n\n\n<li><p>\u6700\u9069\u5316\u3055\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304a\u3088\u3073\u30ab\u30fc\u30cd\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b<br><\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> TPU\u3068\u306f\uff1f\uff08\u30c6\u30f3\u30bd\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30fb\u30e6\u30cb\u30c3\u30c8\uff09<br><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Google\u306b\u3088\u308bAI\u5c02\u7528\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf<br><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>TPU\uff08\u30c6\u30f3\u30bd\u30eb\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\uff09<\/strong><\/a> \u306f\u3001Google\u304c\u958b\u767a\u3057\u305fAI\u5c02\u7528ASIC\u3067\u3042\u308a\u3001<br> <strong>\u884c\u5217\u4e57\u7b97\u304a\u3088\u3073\u30c6\u30f3\u30bd\u30eb\u6f14\u7b97<br><\/strong>, \u3092\u4e3b\u76ee\u7684\u3068\u3057\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u306e\u5b66\u7fd2\u304a\u3088\u3073\u63a8\u8ad6\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u4e3b\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u7684\u7279\u5fb4<br><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30b7\u30b9\u30c6\u30ea\u30c3\u30af\u30fb\u30a2\u30ec\u30a4\u6f14\u7b97\u30e6\u30cb\u30c3\u30c8<br><\/p><\/li>\n\n\n\n<li><p>\u9ad8\u5e2f\u57df\u5e45\u30aa\u30f3\u30c1\u30c3\u30d7\u30e1\u30e2\u30ea<br><\/p><\/li>\n\n\n\n<li><p>TensorFlow\u304a\u3088\u3073\u5927\u898f\u6a21\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30fb\u30e2\u30c7\u30eb\u5411\u3051\u306b\u6700\u9069\u5316<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6700\u9069\u306a\u7528\u9014\uff1a<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30af\u30e9\u30a6\u30c9\u898f\u6a21\u306eAI\u304a\u3088\u3073\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u5b66\u7fd2<br><\/p><\/li>\n\n\n\n<li><p>\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u63a8\u8ad6<br><\/p><\/li>\n\n\n\n<li><p>\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30fb\u30b7\u30b9\u30c6\u30e0\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb<br><\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8ab2\u984c<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u4e3b\u306bGoogle Cloud\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd<\/p><\/li>\n\n\n\n<li><p>AI\u4ee5\u5916\u306e\u30bf\u30b9\u30af\u3067\u306fGPU\u3088\u308a\u3082\u67d4\u8edf\u6027\u304c\u4f4e\u3044<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> NPU\u3068\u306f\uff1f\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30fb\u30e6\u30cb\u30c3\u30c8\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u52b9\u7387\u7684\u306a\u30aa\u30f3\u30c7\u30d0\u30a4\u30b9AI\u63a8\u8ad6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span class=\"highlight\">\u5149\u5b66\u30e2\u30b8\u30e5\u30fc\u30eb\u30cf\u30a6\u30b8\u30f3\u30b0<\/span> <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>NPU<\/strong><\/a> \u6df1\u5c64\u5b66\u7fd2\u63a8\u8ad6\u3092\u52a0\u901f\u3059\u308b <strong>\u4f4e\u6d88\u8cbb\u96fb\u529b\u306e\u30a8\u30c3\u30b8\u74b0\u5883\u3067<\/strong>. \u4eca\u3084\u30e2\u30d0\u30a4\u30ebSoC\u3001\u81ea\u52d5\u8eca\u5411\u3051AI\u30c1\u30c3\u30d7\u3001\u7523\u696d\u7528IoT\u30d7\u30ed\u30bb\u30c3\u30b5\u306b\u304a\u3044\u3066\u6a19\u6e96\u3068\u306a\u3063\u3066\u3044\u308b\u3002.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u5c02\u7528\u30cb\u30e5\u30fc\u30e9\u30eb\u5b9f\u884c\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/p><\/li>\n\n\n\n<li><p>\u91cf\u5b50\u5316\u6f14\u7b97\u5bfe\u5fdc\uff08INT8\uff0fINT4\uff09<\/p><\/li>\n\n\n\n<li><p>AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30ef\u30c3\u30c8\u6bd4<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6700\u9069\u306a\u7528\u9014\uff1a<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u30e2\u30d0\u30a4\u30ebAI\uff08\u30d3\u30b8\u30e7\u30f3\u3001\u97f3\u58f0\u3001AR\uff0fVR\uff09<\/p><\/li>\n\n\n\n<li><p>\u30b9\u30de\u30fc\u30c8\u30ab\u30e1\u30e9\u304a\u3088\u3073\u30ed\u30dc\u30c6\u30a3\u30af\u30b9<\/p><\/li>\n\n\n\n<li><p>\u81ea\u52d5\u8eca<br> <a href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-adas-system\/\" target=\"_blank\" rel=\"\">ADAS<br><\/a> \u6f14\u7b97<\/p><\/li>\n\n\n\n<li><p>\u30ed\u30fc\u30ab\u30ebLLM\u304a\u3088\u3073\u30a8\u30c3\u30b8\u63a8\u8ad6<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8ab2\u984c<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u5927\u898f\u6a21\u306a\u5b66\u7fd2\u306b\u306f\u4e0d\u9069<\/p><\/li>\n\n\n\n<li><p>CPU\uff0fGPU\u3068\u6bd4\u8f03\u3057\u3066\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u67d4\u8edf\u6027\u304c\u72ed\u3044<\/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> \u6bd4\u8f03\u8868\uff1aCPU vs GPU vs TPU vs 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>\u6a5f\u80fd<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>CPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>GPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>TPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>NPU<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u4e3b\u306a\u7126\u70b9<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u5236\u5fa1\u304a\u3088\u3073\u8ad6\u7406\u51e6\u7406<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30c6\u30f3\u30bd\u30eb\u6f14\u7b97<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30a8\u30c3\u30b8\u63a8\u8ad6<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u6f14\u7b97\u65b9\u5f0f<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30b7\u30ea\u30a2\u30eb\uff0b\u30df\u30c3\u30af\u30b9\u4e26\u5217<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u5927\u898f\u6a21\u4e26\u5217<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u884c\u5217\u30b7\u30b9\u30c6\u30a3\u30c3\u30af\u30a2\u30ec\u30a4<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u7279\u9577<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u67d4\u8edf\u6027<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u5b66\u7fd2\u304a\u3088\u3073HPC<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u5927\u898f\u6a21AI<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u4f4e\u6d88\u8cbb\u96fb\u529bAI<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>\u6700\u9069\u306a\u914d\u7f6e\u5834\u6240<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30b5\u30fc\u30d0\u30fc\u3001PC<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30af\u30e9\u30a6\u30c9<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Google Cloud<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u5b9f\u969b\u306e\u5c55\u958b\u30b7\u30ca\u30ea\u30aa<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>GPU\uff0fTPU<\/strong> \u5927\u898f\u6a21\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b66\u7fd2\u7528<\/p><\/li>\n\n\n\n<li><p><strong>CPU<\/strong> \u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073I\/O\u7528<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a8\u30c3\u30b8\u304a\u3088\u3073\u7d44\u307f\u8fbc\u307f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\" target=\"_blank\" rel=\"\"><strong>NPU<\/strong><\/a> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u7528<\/p><\/li>\n\n\n\n<li><p><strong>CPU<\/strong> OS\u3001\u30b7\u30b9\u30c6\u30e0\u30bf\u30b9\u30af\u3001\u304a\u3088\u3073\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6f14\u7b97\u3092\u7ba1\u7406<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9AI\u6226\u7565<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u65b0\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30b9\u30bf\u30c3\u30af\u306f\u3001\u307e\u3059\u307e\u3059 <strong>CPU\uff0bGPU\uff0fTPU\uff0bNPU<\/strong> \u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30b3\u30b9\u30c8\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u96fb\u529b\u52b9\u7387\u3092\u6700\u9069\u5316\u3057\u3066\u3044\u308b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u63a5\u7d9a\u6027\u304a\u3088\u3073\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u5805\u7262\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u304a\u3088\u3073I\/O\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u7269\u7406\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u3088\u308a\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u9593\u306e\u30c7\u30fc\u30bf\u6574\u5408\u6027\u304c\u4fdd\u305f\u308c\u308b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95a2\u9023\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\uff08\u5f53\u793e\u63d0\u4f9b\uff09 <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/\"><strong>LINK-PP<\/strong><\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>\u9ad8\u901f<br> <a href=\"https:\/\/www.l-p.com\/store-17516-10g-base-t-rj45-connector.htm\" target=\"_blank\" rel=\"\"><strong>RJ45 \u30b3\u30cd\u30af\u30bf<\/strong><\/a> \uff081G\uff0f2.5G\uff0f10G\u3001PoE\uff09<\/p><\/li>\n\n\n\n<li><p><strong>\u30a4\u30fc\u30b5\u30cd\u30c3\u30c8\u30de\u30b0\u30cd\u30c6\u30a3\u30af\u30b9\uff06 <\/strong><a href=\"https:\/\/www.l-p.com\/store-17548-lan-transformer.htm\" target=\"_blank\" rel=\"\"><strong>LAN\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc<\/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>SFP\uff0fQSFP\u5149\u30c8\u30e9\u30f3\u30b7\u30fc\u30d0\u30e2\u30b8\u30e5\u30fc\u30eb<\/strong><\/a> AI\u30af\u30e9\u30b9\u30bf\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u7528<\/p><\/li>\n\n\n\n<li><p>\u30a8\u30c3\u30b8AI\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u5411\u3051\u7523\u696d\u7528\u7d44\u307f\u8fbc\u307f\u30a4\u30fc\u30b5\u30cd\u30c3\u30c8\u90e8\u54c1<\/p><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u90e8\u54c1\u306f\u3001\u5206\u6563\u578bAI\u30b7\u30b9\u30c6\u30e0\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u3001\u9ad8\u5e2f\u57df\u5e45\u30fb\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>\u7d50\u8ad6<\/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>\u30d7\u30ed\u30bb\u30c3\u30b5<\/p><\/th><th colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u4e3b\u306a\u5f79\u5272<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>\u6700\u9069\u306a\u7528\u9014<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>CPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u4e00\u822c\u76ee\u7684\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30b7\u30b9\u30c6\u30e0\u5236\u5fa1\u3001\u6df7\u5408\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>GPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30a8\u30f3\u30b8\u30f3<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>AI\u5b66\u7fd2\u3001HPC\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>TPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u30c6\u30f3\u30bd\u30eb\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30af\u30e9\u30a6\u30c9LLM\u304a\u3088\u3073\u6df1\u5c64\u5b66\u7fd2\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/ja\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>NPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>\u30a8\u30c3\u30b8AI\u63a8\u8ad6<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>\u30e2\u30d0\u30a4\u30eb\u3001\u7d44\u307f\u8fbc\u307f\u3001\u81ea\u52d5\u8eca\u5411\u3051AI<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u30b7\u30b9\u30c6\u30e0\u304c\u30af\u30e9\u30a6\u30c9\u3001\u30a8\u30c3\u30b8\u3001\u7d44\u307f\u8fbc\u307f\u30c7\u30d0\u30a4\u30b9\u306b\u308f\u305f\u3063\u3066\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u5c06\u6765\u306f <strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u306b\u3042\u308a\u3001\u5404\u30d7\u30ed\u30bb\u30c3\u30b5\u30bf\u30a4\u30d7\u304c\u305d\u306e\u6700\u9069\u306a\u9818\u57df\u3067\u52d5\u4f5c\u3059\u308b\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>CPU\u3001GPU\u3001TPU\u3001NPU\u306e\u9055\u3044\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u8a73\u7d30\u306a\u30ac\u30a4\u30c9\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u4f7f\u7528\u7528\u9014\u3001\u304a\u3088\u3073AI\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002.<\/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\/ja\/wp-json\/wp\/v2\/posts\/4509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/comments?post=4509"}],"version-history":[{"count":4,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/posts\/4509\/revisions"}],"predecessor-version":[{"id":10934,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/posts\/4509\/revisions\/10934"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/media\/4508"}],"wp:attachment":[{"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/media?parent=4509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/categories?post=4509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/ja\/wp-json\/wp\/v2\/tags?post=4509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}