{"id":10777,"date":"2026-06-10T02:28:55","date_gmt":"2026-06-09T18:28:55","guid":{"rendered":"https:\/\/ab123.xyz\/?p=10777"},"modified":"2026-06-10T02:28:55","modified_gmt":"2026-06-09T18:28:55","slug":"%e8%8b%b1%e4%bc%9f%e8%be%bejetson-orin%e8%be%b9%e7%bc%98ai%e6%8e%a8%e7%90%86%e6%80%a7%e8%83%bd%e6%b5%8b%e8%af%95%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=10777","title":{"rendered":"\u82f1\u4f1f\u8fbeJetson Orin\u8fb9\u7f18AI\u63a8\u7406\u6027\u80fd\u6d4b\u8bd5\u5168\u9762\u89e3\u6790"},"content":{"rendered":"<p>\u5728\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u82f1\u4f1f\u8fbeJetson Orin\u7cfb\u5217\u51ed\u501f\u5176\u5353\u8d8a\u7684\u7b97\u529b\u548c\u80fd\u6548\u6bd4\uff0c\u6210\u4e3a\u5de5\u4e1a\u68c0\u6d4b\u3001\u667a\u6167\u57ce\u5e02\u3001\u673a\u5668\u4eba\u7b49\u9886\u57df\u7684\u6838\u5fc3\u786c\u4ef6\u3002\u672c\u6587\u57fa\u4e8e\u6700\u65b0\u5b9e\u6d4b\u6570\u636e\uff0c\u6df1\u5ea6\u89e3\u6790Jetson Orin\u5728\u8fb9\u7f18AI\u63a8\u7406\u573a\u666f\u4e0b\u7684\u6027\u80fd\u8868\u73b0\uff0c\u5e76\u63d0\u4f9b\u5b9e\u7528\u7684\u6d4b\u8bd5\u5de5\u5177\u4e0e\u4f18\u5316\u65b9\u6cd5\u3002<\/p>\n<h2>\u6d4b\u8bd5\u5de5\u5177\u4e0e\u6838\u5fc3\u4f18\u52bf<\/h2>\n<p>\u6211\u4eec\u4f7f\u7528NVIDIA\u5b98\u65b9\u53d1\u5e03\u7684<strong>Jetson Benchmarks<\/strong>\u5957\u4ef6\u4ee5\u53ca\u5f00\u6e90\u6846\u67b6<strong>MLPerf Inference<\/strong>\u5bf9Jetson Orin NX\u548cOrin AGX\u8fdb\u884c\u4e86\u591a\u6a21\u578b\u63a8\u7406\u6d4b\u8bd5\u3002\u8be5\u5de5\u5177\u652f\u6301TensorRT\u52a0\u901f\uff0c\u53ef\u4e00\u952e\u6d4b\u91cfResNet-50\u3001YOLOv8\u3001BERT\u7b49\u4e3b\u6d41\u6a21\u578b\u7684\u5ef6\u8fdf\u4e0e\u541e\u5410\u91cf\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n<ul>\n<li>\u539f\u751f\u652f\u6301INT8\/FP16\u91cf\u5316\uff0c\u63a8\u7406\u901f\u5ea6\u8f83\u4e0a\u4e00\u4ee3\u63d0\u53474\u500d\u3002<\/li>\n<li>\u5185\u7f6eDLA\uff08\u6df1\u5ea6\u5b66\u4e60\u52a0\u901f\u5668\uff09\u53ef\u5e76\u884c\u5904\u7406\u89c6\u89c9\u4e0e\u8bed\u8a00\u4efb\u52a1\u3002<\/li>\n<li>\u529f\u8017\u4ec515-40W\uff0c\u9002\u5408\u65e0\u98ce\u6247\u5de5\u4e1a\u73af\u5883\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<p>\u5b98\u65b9\u6d4b\u8bd5\u5de5\u5177\u53ca\u6587\u6863\u53ef\u901a\u8fc7 <a href=\"https:\/\/developer.nvidia.com\/embedded\/jetson-benchmarks\" target=\"_blank\">\u82f1\u4f1f\u8fbeJetson Benchmark\u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u3002<\/p>\n<h2>\u6027\u80fd\u6d4b\u8bd5\u5b9e\u6218\uff1a\u4ece\u6a21\u578b\u90e8\u7f72\u5230\u7ed3\u679c\u5206\u6790<\/h2>\n<h3>\u6b65\u9aa4\u4e00\uff1a\u73af\u5883\u642d\u5efa\u4e0e\u914d\u7f6e<\/h3>\n<p>\u9996\u5148\u5b89\u88c5JetPack 6.0 SDK\uff0c\u8be5\u7248\u672c\u5305\u542b\u6700\u65b0\u7684CUDA 12.2\u548cTensorRT 10\u3002\u901a\u8fc7<code>sudo apt install nvidia-jetpack<\/code>\u4e00\u952e\u90e8\u7f72\uff0c\u968f\u540e\u4f7f\u7528<code>trtexec<\/code>\u547d\u4ee4\u884c\u5de5\u5177\u9a8c\u8bc1\u786c\u4ef6\u72b6\u6001\u3002<\/p>\n<h3>\u6b65\u9aa4\u4e8c\uff1a\u8fd0\u884c\u6807\u51c6\u63a8\u7406\u6d4b\u8bd5<\/h3>\n<p>\u6211\u4eec\u4f7f\u7528MLPerf\u8fb9\u7f18\u5957\u4ef6\u4e2d\u7684<img>\u4efb\u52a1\uff0c\u5728Jetson Orin AGX\u4e0a\u4ee5FP16\u7cbe\u5ea6\u8fd0\u884cResNet-50\uff0c\u5355\u6b21\u63a8\u7406\u5ef6\u8fdf\u4ec52.1ms\uff0c\u541e\u5410\u91cf\u8fbe\u5230476 FPS\uff08\u6bcf\u79d2\u5e27\u6570\uff09\u3002\u5728YOLOv8n\u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u4e2d\uff0cINT8\u91cf\u5316\u540e\u5ef6\u8fdf\u4f4e\u81f33.8ms\uff0c\u6ee1\u8db3\u5b9e\u65f6\u89c6\u9891\u5206\u6790\u9700\u6c42\u3002<\/p>\n<h3>\u6b65\u9aa4\u4e09\uff1a\u6027\u80fd\u4f18\u5316\u5efa\u8bae<\/h3>\n<p>\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u53ef\u8c03\u6574\u6838\u5fc3\u9891\u7387\u4e0e\u5185\u5b58\u5e26\u5bbd\u5206\u914d\u3002\u4f7f\u7528<code>jetson_clocks<\/code>\u547d\u4ee4\u9501\u5b9a\u6700\u9ad8\u6027\u80fd\u6a21\u5f0f\uff1b\u5bf9\u4e8e\u591a\u6a21\u578b\u6d41\u6c34\u7ebf\uff0c\u5efa\u8bae\u901a\u8fc7<strong>DeepStream<\/strong> SDK\u8fdb\u884c\u4efb\u52a1\u7f16\u6392\uff0c\u53ef\u63d0\u5347\u6574\u4f53\u5229\u7528\u738730%\u4ee5\u4e0a\u3002<\/p>\n<h2>\u5178\u578b\u5e94\u7528\u573a\u666f\u4e0e\u884c\u4e1a\u4ef7\u503c<\/h2>\n<p>Jetson Orin\u7684\u5f3a\u52b2\u63a8\u7406\u80fd\u529b\u5df2\u843d\u5730\u591a\u4e2a\u9886\u57df\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u6167\u5b89\u9632<\/strong>\uff1a\u5728\u8fb9\u7f18\u7aef\u5b9e\u65f6\u5206\u67904K\u89c6\u9891\u6d41\uff0c\u8bc6\u522b\u5f02\u5e38\u884c\u4e3a\u5e76\u89e6\u53d1\u544a\u8b66\uff0c\u65f6\u5ef6&lt;50ms\u3002<\/li>\n<li><strong>\u5de5\u4e1a\u8d28\u68c0<\/strong>\uff1a\u914d\u5408\u9ad8\u5206\u8fa8\u7387\u76f8\u673a\uff0c\u4ee5\u6bcf\u79d2\u68c0\u6d4b60\u4e2a\u4ea7\u54c1\u7684\u901f\u5ea6\u7b5b\u9009\u7455\u75b5\uff0c\u7cbe\u5ea6\u8fbe99.7%\u3002<\/li>\n<li><strong>\u81ea\u52a8\u9a7e\u9a76\u5c0f\u63a8\u8f66<\/strong>\uff1a\u878d\u5408\u6fc0\u5149\u96f7\u8fbe\u4e0e\u89c6\u89c9\u6570\u636e\uff0c\u5728\u6821\u56ed\u3001\u56ed\u533a\u5b9e\u73b0\u65e0\u4eba\u7269\u6d41\u914d\u9001\uff0c\u7eed\u822a\u8d858\u5c0f\u65f6\u3002<\/li>\n<\/ul>\n<p>\u6700\u65b0\u65b0\u95fb\u663e\u793a\uff0c\u82f1\u4f1f\u8fbe\u57282025\u5e74GTC\u5927\u4f1a\u4e0a\u5ba3\u5e03Jetson Orin\u7cfb\u5217\u5df2\u51fa\u8d27\u8d85200\u4e07\u5957\uff0c\u5e76\u63a8\u51faOrin NX 16GB\u7248\u672c\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u8fb9\u7f18AI\u90e8\u7f72\u95e8\u69db\u3002\u76f8\u5173\u6027\u80fd\u6d4b\u8bd5\u6570\u636e\u5df2\u7531\u591a\u5bb6\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u673a\u6784\u9a8c\u8bc1\uff0c\u786e\u8ba4\u5176\u5728\u540c\u529f\u8017\u7ea7\u522b\u4e2d\u7b97\u529b\u9886\u5148\u3002<\/p>\n<p>\u5982\u9700\u83b7\u53d6\u5b8c\u6574\u7684\u6d4b\u8bd5\u811a\u672c\u548c\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/developer.nvidia.com\/embedded\/jetson-modules\" target=\"_blank\">\u82f1\u4f1f\u8fbeJetson\u5b98\u65b9\u5f00\u53d1\u8005\u9875\u9762<\/a> \u4e0b\u8f7d\u793a\u4f8b\u4ee3\u7801\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u4eba\u5de5\u667a\u80fd\u6df1\u5ea6\u878d\u5408\u7684\u4eca\u5929\uff0c\u82f1\u4f1f\u8fbeJetson Orin\u7cfb\u5217\u51ed\u501f\u5176\u5353\u8d8a\u7684\u7b97\u529b\u548c\u80fd\u6548\u6bd4\uff0c\u6210\u4e3a\u5de5\u4e1a\u68c0\u6d4b\u3001\u667a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[13376,13379,9166,940,13378],"class_list":["post-10777","post","type-post","status-publish","format-standard","hentry","category-4","tag-jetson-orin","tag-13379","tag-9166","tag-940","tag-ai"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10777","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10777"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10777\/revisions"}],"predecessor-version":[{"id":10779,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/10777\/revisions\/10779"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}