{"id":40032,"date":"2026-03-13T11:37:26","date_gmt":"2026-03-13T03:37:26","guid":{"rendered":"https:\/\/idmakers.cn\/?p=40032"},"modified":"2026-03-13T11:37:37","modified_gmt":"2026-03-13T03:37:37","slug":"edge_ai-20","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/03\/13\/edge_ai-20\/","title":{"rendered":"\u8fb9\u7f18\u8ba1\u7b97\u5982\u4f55\u7a81\u7834\u6beb\u79d2\u7ea7\u5b9e\u65f6AI\u5ef6\u8fdf\u74f6\u9888\uff1f"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong>\u5728\u9ad8\u901f\u8fd0\u8f6c\u7684\u5de5\u4e1a\u73b0\u573a\uff0c\u751f\u4ea7\u8282\u62cd\u7684\u7cbe\u51c6\u6027\u76f4\u63a5\u5173\u8054\u7ecf\u6d4e\u6548\u76ca\u4e0e\u5b89\u5168\u6027\u3002\u4f20\u7edf\u4e91\u7aef\u6216\u96c6\u4e2d\u5f0f\u8ba1\u7b97\u67b6\u6784\uff0c\u56e0\u7269\u7406\u8ddd\u79bb\u5bfc\u81f4\u7684\u7f51\u7edc\u4f20\u8f93\u5ef6\u8fdf\u3001\u5e26\u5bbd\u74f6\u9888\u53ca\u4e2d\u5fc3\u8282\u70b9\u62e5\u5835\uff0c\u96be\u4ee5\u6ee1\u8db3\u5982\u9ad8\u901f\u98de\u68c0\uff08\u5728\u7ebf\u8d28\u68c0\uff09\u3001\u673a\u5668\u4eba\u89c6\u89c9\u5f15\u5bfc\u3001\u9ad8\u9891\u8bbe\u5907\u632f\u52a8\u5206\u6790\u7b49\u573a\u666f\u5bf9\u300c\u786e\u5b9a\u6027\u6beb\u79d2\u7ea7\u54cd\u5e94\u300d\u7684\u82db\u523b\u8981\u6c42\u3002\u4efb\u4f55\u8d85\u51fa\u9608\u503c\u7684\u5ef6\u8fdf\u6ce2\u52a8\uff0c\u90fd\u53ef\u80fd\u5f15\u53d1\u8d28\u68c0\u6f0f\u5224\u3001\u673a\u68b0\u81c2\u78b0\u649e\u6216\u9884\u8b66\u6ede\u540e\uff0c\u5bfc\u81f4\u975e\u8ba1\u5212\u505c\u673a\u4e0e\u5b89\u5168\u4e8b\u6545\u3002\u672c\u6280\u672f\u767d\u76ae\u4e66\u7684\u6838\u5fc3\u547d\u9898\u662f\uff1a\u5982\u4f55\u901a\u8fc7\u524d\u6cbf\u7684\u5f02\u6784\u786c\u4ef6\u67b6\u6784\uff0c\u5728\u8fb9\u7f18\u7aef\u5c06\u300c\u611f\u77e5-\u8ba1\u7b97-\u63a7\u5236\u300d\u5168\u94fe\u8def\u65f6\u5ef6\u538b\u7f29\u81f3\u7a33\u5b9a\u4e14\u53ef\u9884\u6d4b\u7684\u6beb\u79d2\u7ea7\u8303\u56f4\uff0c\u4ece\u800c\u4e3a\u5de5\u4e1a\u81ea\u52a8\u5316\u6784\u5efa\u4e00\u4e2a\u9ad8\u53ef\u9760\u7684\u5b9e\u65f6AI\u63a8\u7406\u5e95\u5ea7\u3002\u6211\u4eec\u5c06\u4ece\u7cfb\u7edf\u5ef6\u8fdf\u75db\u70b9\u51fa\u53d1\uff0c\u6df1\u5165\u89e3\u6790\u4ee5\u300cARM+NPU\u300d\u4e3a\u6838\u5fc3\u7684\u5f02\u6784\u7b97\u529b\u67b6\u6784\uff0c\u5e76\u901a\u8fc7\u91cf\u5316\u6570\u636e\u9610\u8ff0\u5176\u5728\u6781\u7aef\u5de5\u4e1a\u73af\u5883\u4e0b\u7684\u5168\u94fe\u8def\u65f6\u5ef6\u4fdd\u969c\u673a\u5236\u3002<\/span><\/p>\n

\u6280\u672f\u8def\u5f84\uff1a\u8fb9\u7f18\u5f02\u6784\u67b6\u6784\u7684\u5168\u94fe\u8def\u65f6\u5ef6\u538b\u7f29<\/h2>\n

\u5de5\u4e1a\u8fb9\u7f18\u8ba1\u7b97\u5bf9\u5b9e\u65f6\u6027\u7684\u8981\u6c42\uff0c\u672c\u8d28\u662f\u5bf9\u7cfb\u7edf\u300c\u6296\u52a8\u7387\uff08Jitter\uff09\u300d\u4e0e\u300c\u957f\u5c3e\u5ef6\u8fdf\u300d\u7684\u6291\u5236\u3002\u8fd9\u4e0d\u80fd\u4ec5\u9760\u63d0\u5347\u5cf0\u503c\u7b97\u529b\u5b9e\u73b0\uff0c\u800c\u9700\u901a\u8fc7\u5e95\u5c42\u786c\u4ef6\u8bbe\u8ba1\u7684\u7cfb\u7edf\u6027\u4f18\u5316\uff0c\u4ece\u63a7\u5236\u3001\u8ba1\u7b97\u3001\u6570\u636e\u6d41\u8f6c\u5230\u6e32\u67d3\u5404\u4e2a\u73af\u8282\u8fdb\u884c\u786e\u5b9a\u6027\u538b\u7f29\u3002<\/p>\n

1. \u63a7\u5236\u4e0e\u7b97\u529b\u7684\u7269\u7406\u7ea7\u89e3\u8026<\/h4>\n

\u65f6\u95f4\u654f\u611f\u578b\u5de5\u4e1a\u4efb\u52a1\u901a\u5e38\u5206\u4e3a\u4e24\u7c7b\uff1a\u4e00\u7c7b\u662f\u4f4e\u541e\u5410\u4f46\u8981\u6c42\u5fae\u79d2\u7ea7\u54cd\u5e94\u7684\u63a7\u5236\u6307\u4ee4\uff08\u5982PLC\u901a\u4fe1\u3001TSN\u7f51\u7edc\u8c03\u5ea6\u3001MQTT\u6d88\u606f\u6536\u53d1\uff09\uff1b\u53e6\u4e00\u7c7b\u662f\u9700\u9ad8\u541e\u5410\u5e76\u884c\u5904\u7406\u7684AI\u63a8\u7406\uff08\u598216\u8def\u89c6\u9891\u6d41\u5e76\u53d1\u68c0\u6d4b\uff09\u3002\u5728\u4f20\u7edf\u540c\u6784\u591a\u6838\u7cfb\u7edf\u4e2d\uff0c\u4e24\u7c7b\u4efb\u52a1\u5171\u4eab\u8ba1\u7b97\u4e0e\u5185\u5b58\u8d44\u6e90\uff0c\u6613\u56e0\u8d44\u6e90\u4e89\u7528\u5bfc\u81f4\u63a7\u5236\u94fe\u8def\u54cd\u5e94\u51fa\u73b0\u4e0d\u53ef\u9884\u6d4b\u7684\u6296\u52a8\u3002\u6211\u4eec\u91c7\u7528\u7684\u67b6\u6784\u901a\u8fc7\u786c\u5b9e\u65f6\u9694\u79bb\u5b9e\u73b0\u89e3\u8026\uff1a\u56db\u6838ARM\u5904\u7406\u5668\u4e2d\uff0c\u6307\u5b9a\u4e13\u7528\u6838\u5fc3\uff08\u901a\u5e38\u4e3aCortex-A76\u96c6\u7fa4\uff09\u5e76\u914d\u4ee5\u5b9e\u65f6\u64cd\u4f5c\u7cfb\u7edf\uff08RTOS\uff09\u6216Linux\u5185\u6838\u5b9e\u65f6\u8865\u4e01\uff0c\u72ec\u4eab\u5904\u7406\u4ee5\u592a\u7f51\u3001CAN\u603b\u7ebf\u7b49\u5b9e\u65f6\u901a\u8baf\u4efb\u52a1\u3002\u8be5\u6838\u5fc3\u4e0eNPU\u53ca\u901a\u7528\u8ba1\u7b97\u6838\u5fc3\u5728\u5185\u5b58\u8bbf\u95ee\u8def\u5f84\u4e0e\u603b\u7ebf\u4f18\u5148\u7ea7\u4e0a\u8fdb\u884c\u7269\u7406\u9694\u79bb\u3002\u5b9e\u6d4b\u8868\u660e\uff0c\u5f53NPU\u6ee1\u8f7d\u6267\u884c16\u8def1080p\u89c6\u9891\u6d41\u7684INT8\u91cf\u5316\u6a21\u578b\u63a8\u7406\uff08\u5360\u7528\u7ea6108 TOPS\u7b97\u529b\uff09\u65f6\uff0c\u4e13\u7528ARM\u63a7\u5236\u6838\u5fc3\u5904\u7406TSN\u5e27\u7684\u5468\u671f\u6296\u52a8\u7387\u53ef\u63a7\u5236\u5728\u00b15\u00b5s\u4ee5\u5185\uff0c\u4fdd\u969c\u4e86\u63a7\u5236\u94fe\u8def\u7684\u786e\u5b9a\u6027\uff0c\u6d88\u9664\u4e86\u56e0\u7cfb\u7edf\u8d1f\u8f7d\u6ce2\u52a8\u5f15\u53d1\u7684\u957f\u5c3e\u5ef6\u8fdf\u3002<\/p>\n

2. \u7b97\u529b\u77e9\u9635\u7684\u96f6\u62f7\u8d1d\u6d41\u8f6c<\/h4>\n

\u5728\u8fb9\u7f18\u7aef\u5904\u7406\u9ad8\u5e76\u53d1\u89c6\u9891\u6d41\u65f6\uff0c\u4f20\u7edf\u67b6\u6784\u7684\u6570\u636e\u642c\u8fd0\uff08\u4ece\u76f8\u673a\u7f13\u51b2\u533a\u5230\u5185\u5b58\uff0c\u518d\u5230\u8ba1\u7b97\u5355\u5143\uff09\u4f1a\u6d88\u8017\u5927\u91cf\u65f6\u95f4\uff0c\u6210\u4e3a\u5ef6\u8fdf\u7684\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\u3002\u5f02\u6784\u67b6\u6784\u901a\u8fc7\u96f6\u62f7\u8d1d\uff08Zero-Copy\uff09\u4e0e\u76f4\u63a5\u5185\u5b58\u5b58\u53d6\uff08DMA\uff09\u6280\u672f\uff0c\u5c06\u8fd9\u4e00\u8fc7\u7a0b\u6781\u5927\u7b80\u5316\u3002\u5177\u4f53\u800c\u8a00\uff0cVPU\uff08\u89c6\u9891\u5904\u7406\u5355\u5143\uff09\u786c\u89e3\u7801\u540e\u7684YUV\u6216RGB\u6570\u636e\uff0c\u901a\u8fc7DMA\u76f4\u63a5\u5199\u5165NPU\u4e13\u7528\u7684\u9ad8\u901f\u5185\u5b58\u6c60\uff08\u6216\u5171\u4eab\u5185\u5b58\u7684\u7279\u5b9a\u533a\u57df\uff09\u3002NPU\u5185\u6838\u53ef\u76f4\u63a5\u4ece\u8be5\u533a\u57df\u8bfb\u53d6\u6570\u636e\u6267\u884c\u5377\u79ef\u8ba1\u7b97\uff0c\u65e0\u9700CPU\u4ecb\u5165\u642c\u8fd0\u3002\u5bf9\u4e8e16\u8def1080p@30fps\u7684\u89c6\u9891\u6d41\uff0c\u6bcf\u5e27\u6570\u636e\u7ea61.5MB\uff08YUV420\u683c\u5f0f\uff09\uff0c\u4f20\u7edf\u642c\u8fd0\u65b9\u5f0f\u5355\u5e27\u8017\u65f6\u53ef\u80fd\u8d85\u8fc710ms\u3002\u800c\u901a\u8fc7\u96f6\u62f7\u8d1d\u67b6\u6784\uff0c\u6570\u636e\u4ece\u89e3\u7801\u8f93\u51fa\u5230NPU\u8f93\u5165\u7684\u603b\u7ebf\u4f20\u8f93\u5ef6\u8fdf\u53ef\u538b\u7f29\u81f31ms\u4ee5\u5185\u3002\u7ed3\u5408NPU\u9ad8\u8fbe108 TOPS\u7684INT8\u5cf0\u503c\u7b97\u529b\uff0c\u5355\u5e27\u63a8\u7406\u8017\u65f6\uff08\u4f8b\u5982\u4e00\u4e2a\u5178\u578b\u7684YOLOv5s\u68c0\u6d4b\u6a21\u578b\uff09\u53ef\u57285-8ms\u5185\u5b8c\u6210\u3002\u8fd9\u4f7f\u5f97\u300c\u89e3\u7801+\u63a8\u7406\u300d\u7684\u7aef\u5230\u7aef\u5904\u7406\u5ef6\u8fdf\u80fd\u591f\u7a33\u5b9a\u57286-9ms\u8303\u56f4\u5185\uff0c\u4e3a\u540e\u7eed\u63a7\u5236\u51b3\u7b56\u7559\u51fa\u4e86\u5145\u88d5\u7684\u65f6\u95f4\u7a97\u53e3\u3002<\/p>\n

3. \u9ad8\u5e26\u5bbd\u5bf9\u7269\u7406\u8282\u62cd\u7684\u4fdd\u969c<\/h4>\n

\u5185\u5b58\u5e26\u5bbd\u662f\u8fb9\u7f18AI\u76d2\u5b50\u5728\u5e94\u5bf9\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u6216\u9891\u7e41\u6a21\u578b\u5207\u6362\u65f6\u7684\u5173\u952e\u74f6\u9888\u3002\u5f53\u5904\u74064K\u5de5\u4e1a\u76f8\u673a\u8f93\u51fa\u7684RAW\u6570\u636e\uff08\u5355\u5e27\u53ef\u8fbe24MB\uff09\u6216\u8fdb\u884c\u9ad8\u9891\u7387\u300c\u6a21\u578b\u70ed\u5207\u6362\u300d\uff08\u5982\u5728\u6df7\u7ebf\u751f\u4ea7\u4e2d\u9488\u5bf9\u4e0d\u540c\u4ea7\u54c1\u79d2\u7ea7\u5207\u6362\u68c0\u6d4b\u6a21\u578b\uff09\u65f6\uff0c\u82e5\u5185\u5b58\u5e26\u5bbd\u4e0d\u8db3\uff0cNPU\u548cCPU\u4f1a\u9677\u5165\u300c\u6570\u636e\u9965\u997f\u300d\u72b6\u6001\uff0c\u4ea7\u751f\u5468\u671f\u7b49\u5f85\uff0c\u76f4\u63a5\u62c9\u957f\u7aef\u5230\u7aef\u65f6\u5ef6\u3002\u6211\u4eec\u91c7\u75288GB\/16GB LPDDR4X\u5185\u5b58\uff0c\u5176\u7406\u8bba\u5e26\u5bbd\u53ef\u8fbe42.7GB\/s\uff08\u53cc\u901a\u9053\uff09\u3002\u5728\u5b9e\u9645\u541e\u54104K\u56fe\u50cf\uff08\u6bcf\u5e27\u7ea612MB YUV\u6570\u636e\uff09\u7684\u8fde\u7eed\u6d41\u65f6\uff0c\u5b9e\u6d4b\u5185\u5b58\u5e26\u5bbd\u5229\u7528\u7387\u53ef\u7a33\u5b9a\u572860%-70%\uff0c\u5373\u6709\u6548\u5e26\u5bbd\u8d85\u8fc725GB\/s\u3002\u8fd9\u786e\u4fdd\u4e86NPU\u5728\u6267\u884c\u9ad8\u5206\u8fa8\u7387\u7279\u5f81\u63d0\u53d6\u65f6\uff0c\u6570\u636e\u4f9b\u7ed9\u901f\u7387\u80fd\u4e0e\u8ba1\u7b97\u901f\u7387\u5339\u914d\uff0c\u6d88\u9664\u4e86\u56e0\u5185\u5b58\u5899\u5bfc\u81f4\u7684\u5ef6\u8fdf\u7a81\u589e\u3002\u7ed3\u5408\u524d\u8ff0\u7684\u96f6\u62f7\u8d1d\u6280\u672f\uff0c\u5c06\u4e00\u5e454K\u56fe\u50cf\u4ece\u91c7\u96c6\u5230\u5b8c\u6210\u63a8\u7406\u7684\u603b\u65f6\u5ef6\u4e25\u683c\u538b\u7f29\u81f330ms\u4ee5\u5185\uff0c\u6ee1\u8db3\u4e86\u5982\u534a\u5bfc\u4f53\u5c01\u88c5\u89c6\u89c9\u68c0\u6d4b\u7b49\u5bf9\u9ad8\u5206\u8fa8\u7387\u4e0e\u9ad8\u5b9e\u65f6\u6027\u53cc\u91cd\u4e25\u82db\u8981\u6c42\u7684\u573a\u666f\u3002<\/p>\n

 <\/p>\n

\"\u5de5\u4e1aAI\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50\"<\/figure>\n

\u6df1\u5ea6\u8bc4\u6d4b\uff1a\u9ad8\u5e76\u53d1\u4e0e\u4e25\u82db\u73af\u5883\u4e0b\u7684\u5b9e\u65f6\u6027\u538b\u6d4b<\/h2>\n

\u67b6\u6784\u4f18\u52bf\u9700\u901a\u8fc7\u6781\u9650\u538b\u529b\u6d4b\u8bd5\u4e0e\u4e25\u82db\u73af\u5883\u9a8c\u8bc1\u65b9\u80fd\u4f53\u73b0\u5176\u5de5\u4e1a\u7ea7\u53ef\u9760\u6027\u3002\u4ee5\u4e0b\u6570\u636e\u57fa\u4e8e\u5b9e\u6d4b\u73af\u5883\uff0c\u5c55\u793a\u4e86\u8be5\u5f02\u6784\u67b6\u6784\u5728\u5e76\u53d1\u3001\u5207\u6362\u3001\u6e32\u67d3\u53ca\u70ed\u7a33\u5b9a\u56db\u4e2a\u7ef4\u5ea6\u7684\u8868\u73b0\u3002<\/p>\n

1. \u5e76\u53d1\u5ef6\u8fdf\u6781\u9650\u6d4b\u8bd5<\/h4>\n

\u6d4b\u8bd5\u573a\u666f\uff1a\u540c\u6b65\u63a5\u516516\u8def1080p@30fps\u89c6\u9891\u6d41\uff0c\u6301\u7eed\u8fd0\u884c\u57fa\u4e8eINT8\u91cf\u5316\u7684\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\uff08\u5982YOLOv5s\uff09\u3002\u8bb0\u5f55\u6bcf\u4e00\u8def\u89c6\u9891\u6d41\u4ece\u5e27\u6293\u53d6\u5230\u63a8\u7406\u7ed3\u679c\u8f93\u51fa\u7684\u7aef\u5230\u7aef\u5ef6\u8fdf\uff0c\u8fde\u7eed\u91c7\u96c6100\u4e07\u5e27\u6570\u636e\u3002<\/p>\n

\u6d4b\u8bd5\u7ed3\u679c\uff1a\u5e73\u5747\u7aef\u5230\u7aef\u5ef6\u8fdf\u4e3a8.2ms\u3002\u5ef6\u8fdf\u5206\u5e03\u5448\u73b0\u9ad8\u5ea6\u96c6\u4e2d\u6027\uff0c99%\u7684\u5e27\u5ef6\u8fdf\u57289.5ms\u4ee5\u5185\u3002\u5173\u952e\u7684\u5de5\u4e1a\u6307\u6807\u2014\u201499.9%\u5206\u4f4d\u6570\uff08\u5373\u957f\u5c3e\u5ef6\u8fdf\uff09\u4e3a12.1ms\u3002\u8fd9\u8868\u660e\u5373\u4f7f\u5728\u6781\u7aef\u5e76\u53d1\u8d1f\u8f7d\u4e0b\uff0c\u7cfb\u7edf\u5ef6\u8fdf\u7684\u6ce2\u52a8\u8303\u56f4\u88ab\u4e25\u683c\u63a7\u5236\uff0c\u672a\u51fa\u73b0\u663e\u8457\u7684\u5ef6\u8fdf\u6f02\u79fb\u3002\u540c\u65f6\uff0c\u76d1\u6d4b\u7cfb\u7edf\u603b\u7ebf\uff08\u5982PCIe\uff09\u5360\u6709\u7387\u7ef4\u6301\u572875%\u4ee5\u4e0b\uff0c\u8bf4\u660e\u96f6\u62f7\u8d1d\u4e0eDMA\u6280\u672f\u6709\u6548\u964d\u4f4e\u4e86\u603b\u7ebf\u62e5\u5835\u98ce\u9669\uff0c\u4e3a\u5ef6\u8fdf\u786e\u5b9a\u6027\u63d0\u4f9b\u4e86\u5e95\u5c42\u4fdd\u969c\u3002<\/p>\n

2. \u6a21\u578b\u5207\u6362\u7684\u5361\u987f\u63a7\u5236\u6d4b\u8bd5<\/h4>\n

\u6d4b\u8bd5\u573a\u666f\uff1a\u6a21\u62df\u591a\u54c1\u79cd\u6df7\u7ebf\u751f\u4ea7\uff0c\u7cfb\u7edf\u9700\u5728\u6beb\u79d2\u7ea7\u5185\u5207\u6362\u4e09\u4e2a\u4e0d\u540c\u7684INT8\u68c0\u6d4b\u6a21\u578b\uff08\u6a21\u578b\u5927\u5c0f\u5206\u522b\u4e3a15MB\u300120MB\u300125MB\uff09\u3002\u6d4b\u8bd5\u8fde\u7eed\u6267\u884c1000\u6b21\u968f\u673a\u987a\u5e8f\u5207\u6362\uff0c\u76d1\u6d4b\u6bcf\u6b21\u5207\u6362\u8fc7\u7a0b\u4e2d\u63a8\u7406\u4e1a\u52a1\u7684\u8fde\u7eed\u6027\uff08\u662f\u5426\u51fa\u73b0\u4e22\u5e27\u6216\u5ef6\u8fdf\u7a81\u589e\uff09\u3002<\/p>\n

\u6d4b\u8bd5\u7ed3\u679c\uff1a\u6a21\u578b\u5207\u6362\u901a\u8fc7\u5185\u5b58\u6c60\u9884\u52a0\u8f7d\u4e0e\u52a8\u6001\u8c03\u5ea6\u673a\u5236\u5b9e\u73b0\u3002\u5207\u6362\u89e6\u53d1\u540e\uff0c\u65b0\u6a21\u578b\u6743\u91cd\u4ece\u5b58\u50a8\u52a0\u8f7d\u81f3NPU\u4e13\u7528\u5185\u5b58\u6c60\u8017\u65f6\u5e73\u5747\u4e3a50ms\uff08\u53d7\u5b58\u50a8I\/O\u5f71\u54cd\uff09\u3002\u4f46\u5728\u5207\u6362\u8fc7\u7a0b\u4e2d\uff0c\u8fd0\u884c\u4e2d\u7684\u63a8\u7406\u4efb\u52a1\u4e0d\u53d7\u5f71\u54cd\uff0cNPU\u901a\u8fc7\u5185\u90e8\u8c03\u5ea6\u65e0\u7f1d\u8854\u63a5\u65b0\u65e7\u6a21\u578b\u7684\u8ba1\u7b97\u6307\u4ee4\u3002\u5b9e\u6d4b\u663e\u793a\uff0c\u5728\u5207\u6362\u7a97\u53e3\u5185\uff0c\u89c6\u9891\u6d41\u5904\u7406\u65e0\u4e22\u5e27\uff0c\u4e14\u5e27\u5904\u7406\u5ef6\u8fdf\u7684\u6ce2\u52a8\u672a\u8d85\u8fc7\u00b11ms\u3002\u8fd9\u8bc1\u660e\u4e86\u5185\u5b58\u9ad8\u5e26\u5bbd\u4e0eNPU\u8c03\u5ea6\u673a\u5236\u4fdd\u969c\u4e86\u9ad8\u9891\u6a21\u578b\u5207\u6362\u4e0b\u7684\u4e1a\u52a1\u8fde\u7eed\u6027\uff0c\u6ee1\u8db3\u67d4\u6027\u5236\u9020\u7684\u9700\u6c42\u3002<\/p>\n

3. \u7aef\u4fa7\u6e32\u67d3\u7684\u786e\u5b9a\u6027\u4ea4\u4ed8\u6d4b\u8bd5<\/h4>\n

\u6d4b\u8bd5\u573a\u666f\uff1a\u5229\u7528\u5185\u7f6eGPU\u53ca\u53ccHDMI 4K\u8f93\u51fa\u63a5\u53e3\uff0c\u5728\u672c\u5730\u5b9e\u65f6\u6e32\u67d316\u8def\u89c6\u9891\u6d41\u7684\u5206\u6790\u7ed3\u679c\u53e0\u52a0\u753b\u9762\uff0c\u5e76\u9a71\u52a8\u6570\u5b57\u5b6a\u751f\u770b\u677f\u8fdb\u884c3D\u6a21\u578b\u540c\u6b65\u66f4\u65b0\u3002\u6d4b\u91cf\u4eceNPU\u8f93\u51fa\u63a8\u7406\u7ed3\u679c\u5230\u5c4f\u5e55\u5b8c\u6210\u5e27\u66f4\u65b0\u7684\u300cGlass-to-Glass\u300d\u5ef6\u8fdf\u3002<\/p>\n

\u6d4b\u8bd5\u7ed3\u679c\uff1a\u5728\u8f93\u51fa1080p\u53e0\u52a0\u753b\u9762\u52304K\u663e\u793a\u5668\u65f6\uff0c\u6e32\u67d3\u4e0e\u663e\u793a\u94fe\u8def\u7684\u5e73\u5747\u5ef6\u8fdf\u4e3a15ms\u3002\u5e27\u751f\u6210\u65f6\u95f4\u7684\u7a33\u5b9a\u6027\u6781\u9ad8\uff0c99%\u7684\u5e27\u572816ms\u5185\u5b8c\u6210\u6e32\u67d3\u4ea4\u4ed8\u3002\u53cc4K\u5f02\u663e\u529f\u80fd\u5141\u8bb8\u4e00\u8def\u5c4f\u5e55\u663e\u793a\u5b9e\u65f6\u76d1\u63a7\u753b\u9762\uff0c\u53e6\u4e00\u8def\u663e\u793a\u6570\u5b57\u5b6a\u751f\u63a7\u5236\u754c\u9762\uff0c\u4e24\u8005\u5747\u7531\u8fb9\u7f18\u76d2\u5b50\u76f4\u63a5\u9a71\u52a8\uff0c\u907f\u514d\u4e86\u56e0\u8fdc\u7a0b\u53ef\u89c6\u5316\u670d\u52a1\u5668\u5f15\u5165\u7684\u7f51\u7edc\u5ef6\u8fdf\u3002\u8fd9\u4f7f\u5f97\u73b0\u573aHMI\uff08\u4eba\u673a\u754c\u9762\uff09\u7684\u64cd\u4f5c\u53cd\u9988\u8fbe\u5230\u300c\u96f6\u611f\u5ef6\u8fdf\u300d\uff08\u4f4e\u4e8e20ms\u7684\u4eba\u7c7b\u611f\u77e5\u9608\u503c\uff09\uff0c\u663e\u8457\u63d0\u5347\u4e86\u64cd\u4f5c\u5458\u7684\u4ea4\u4e92\u6548\u7387\u4e0e\u6001\u52bf\u611f\u77e5\u80fd\u529b\u3002<\/p>\n

4. \u73af\u5883\u70ed\u963b\u4e0e\u964d\u9891\u5ef6\u8fdf\u6d4b\u8bd5<\/h4>\n

\u6d4b\u8bd5\u573a\u666f\uff1a\u572855\u00b0C\u9ad8\u6e29\u6052\u6e29\u7bb1\u5185\uff0c\u6ee1\u8f7d\u8fd0\u884c16\u8def\u89c6\u9891\u6d41\u63a8\u7406\u4e0e\u5b9e\u65f6\u6e32\u67d3\u4efb\u52a1\uff0c\u6301\u7eed72\u5c0f\u65f6\u3002\u76d1\u6d4bSoC\uff08\u7cfb\u7edf\u82af\u7247\uff09\u7ed3\u6e29\u3001NPU\u7b97\u529b\u9891\u7387\u53ca\u7aef\u5230\u7aef\u5ef6\u8fdf\u7684\u53d8\u5316\u3002<\/p>\n

\u6d4b\u8bd5\u7ed3\u679c\uff1a\u5f97\u76ca\u4e8e\u65e0\u98ce\u6247\u5bbd\u6e29\u8bbe\u8ba1\u4e0e\u7cbe\u5fc3\u8ba1\u7b97\u7684\u70ed\u4f20\u5bfc\u8def\u5f84\uff0cSoC\u7ed3\u6e29\u7a33\u5b9a\u572885\u00b0C\u4ee5\u4e0b\uff08\u4f4e\u4e8e\u5de5\u4e1a\u7ea7\u82af\u7247\u7684\u964d\u9891\u9608\u503c105\u00b0C\uff09\u3002\u5728\u6574\u4e2a\u6d4b\u8bd5\u5468\u671f\u5185\uff0cNPU\u7b97\u529b\u9891\u7387\u672a\u51fa\u73b0\u4efb\u4f55\u964d\u9891\uff0c\u5176INT8\u7b97\u529b\u7ef4\u6301\u5728\u6807\u79f0\u7684108 TOPS\u6c34\u5e73\u3002\u76f8\u5e94\u5730\uff0c\u7aef\u5230\u7aef\u5904\u7406\u5ef6\u8fdf\u7684\u66f2\u7ebf\u4fdd\u6301\u5e73\u7a33\uff0c72\u5c0f\u65f6\u5185\u5ef6\u8fdf\u5e73\u5747\u503c\u4e0e\u6807\u51c6\u5dee\u65e0\u7edf\u8ba1\u5b66\u663e\u8457\u53d8\u5316\uff08P>0.05\uff09\u3002\u8fd9\u8bc1\u660e\u8be5\u67b6\u6784\u5728\u6781\u9650\u9ad8\u6e29\u4e0b\u4ecd\u80fd\u4fdd\u969c\u7b97\u529b\u4e0d\u8870\u51cf\uff0c\u4ece\u800c\u907f\u514d\u56e0\u70ed\u964d\u9891\u5bfc\u81f4\u7684\u63a8\u7406\u5ef6\u8fdf\u7a81\u589e\uff0c\u4e3a\u957f\u5468\u671f\u7a33\u5b9a\u8fd0\u884c\uff08\u9ad8MTBF\uff09\u63d0\u4f9b\u4e86\u786c\u4ef6\u57fa\u7840\u3002<\/p>\n

\u843d\u5730\u573a\u666f\uff1a\u6781\u4f4e\u5ef6\u8fdf\u9a71\u52a8\u7684\u8fb9\u7f18\u8ba1\u7b97\u4ef7\u503c<\/h2>\n

\u524d\u8ff0\u7684\u6beb\u79d2\u7ea7\u786e\u5b9a\u6027\u5ef6\u8fdf\u80fd\u529b\uff0c\u5728\u4ee5\u4e0b\u5bf9\u65f6\u95f4\u6781\u5ea6\u654f\u611f\u7684\u5de5\u4e1a\u5e94\u7528\u4e2d\u8f6c\u5316\u4e3a\u76f4\u63a5\u7684\u751f\u4ea7\u529b\u4e0e\u5b89\u5168\u6548\u76ca\u3002<\/p>\n

\u9ad8\u901f\u98de\u68c0\uff08\u5728\u7ebf\u8d28\u68c0\uff09<\/h4>\n

\u5728\u996e\u6599\u704c\u88c5\u6216\u7535\u5b50\u5143\u4ef6\u7ec4\u88c5\u7ebf\u4e0a\uff0c\u4ea7\u54c1\u4ee5\u6bcf\u79d2\u6570\u5341\u4e2a\u7684\u901f\u5ea6\u901a\u8fc7\u3002\u7cfb\u7edf\u9700\u572830ms\u5185\u5b8c\u6210\u300c\u62cd\u7167\uff08\u89e6\u53d1\u6293\u62cd\uff09- AI\u68c0\u6d4b\uff08\u7f3a\u9677\u8bc6\u522b\uff09- \u5254\u9664\uff08\u9a71\u52a8\u6c14\u9600\uff09\u300d\u7684\u5b8c\u6574\u95ed\u73af\u3002\u82e5\u5ef6\u8fdf\u8d85\u8fc750ms\uff0c\u7f3a\u9677\u54c1\u5df2\u79fb\u51fa\u5254\u9664\u5668\u4f5c\u7528\u8303\u56f4\uff0c\u5bfc\u81f4\u6f0f\u68c0\u3002\u57fa\u4e8e\u5f02\u6784\u67b6\u6784\u768430ms\u7a33\u5b9a\u95ed\u73af\uff0c\u5c06\u6f0f\u68c0\u7387\u4ece\u4f20\u7edf\u65b9\u6848\u76841%\u964d\u81f30.01%\u4ee5\u4e0b\uff0c\u5927\u5e45\u964d\u4f4e\u8fd4\u5de5\u6210\u672c\u3002<\/p>\n

\u673a\u5668\u4eba\u89c6\u89c9\u5f15\u5bfc<\/h4>\n

\u5728\u89c6\u89c9\u5f15\u5bfc\u7684\u710a\u63a5\u6216\u88c5\u914d\u573a\u666f\u4e2d\uff0c\u673a\u68b0\u81c2\u9700\u8981\u6839\u636eAI\u5b9e\u65f6\u8ba1\u7b97\u7684\u7269\u4f53\u4f4d\u59ff\u8fdb\u884c\u5fae\u8c03\u3002\u8fb9\u7f18\u7aef\u9700\u572810ms\u5185\u5b8c\u6210\u56fe\u50cf\u91c7\u96c6\u3001\u9aa8\u67b6\u63d0\u53d6\u6216\u7279\u5f81\u5339\u914d\uff0c\u5e76\u5c06\u5750\u6807\u4fe1\u606f\u901a\u8fc7\u5b9e\u65f6\u603b\u7ebf\uff08\u5982EtherCAT\uff09\u53d1\u9001\u7ed9\u673a\u5668\u4eba\u63a7\u5236\u5668\u3002\u4efb\u4f55\u8d85\u8fc720ms\u7684\u5ef6\u8fdf\u6216\u6296\u52a8\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u673a\u68b0\u81c2\u8fd0\u52a8\u8f68\u8ff9\u504f\u5dee\uff0c\u5f15\u53d1\u78b0\u649e\u6216\u88c5\u914d\u5931\u8d25\u3002NPU\u7684\u9ad8\u901f\u63a8\u7406\u4e0eARM\u6838\u5fc3\u7684\u5fae\u79d2\u7ea7\u603b\u7ebf\u54cd\u5e94\uff0c\u5171\u540c\u4fdd\u969c\u4e86\u89c6\u89c9\u5f15\u5bfc\u7cfb\u7edf\u7684\u7cbe\u51c6\u4e0e\u5b89\u5168\u3002<\/p>\n

\u9ad8\u9891\u8bbe\u5907\u632f\u52a8\u5206\u6790<\/h4>\n

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