{"id":46906,"date":"2026-05-11T14:28:25","date_gmt":"2026-05-11T06:28:25","guid":{"rendered":"https:\/\/idmakers.cn\/?p=46906"},"modified":"2026-05-11T14:28:25","modified_gmt":"2026-05-11T06:28:25","slug":"edge_ai-35","status":"publish","type":"post","link":"https:\/\/idmakers.cn\/index.php\/2026\/05\/11\/edge_ai-35\/","title":{"rendered":"\u57fa\u4e8eARM\u591a\u6838\u5904\u7406\u5668\u4e0e\u4e13\u7528NPU\u7684\u5de5\u4e1a\u7269\u8054\u7f51\u8fb9\u7f18\u6570\u636e\u878d\u5408\u4e0e\u51b3\u7b56\u7cfb\u7edf\u67b6\u6784"},"content":{"rendered":"

\u5f15\u8a00\uff1a<\/strong>\u5728\u667a\u80fd\u5236\u9020\u4e0e\u5de5\u4e1a\u7269\u8054\u7f51\u6df1\u5ea6\u878d\u5408\u7684\u80cc\u666f\u4e0b\uff0c\u8fb9\u7f18\u7aef\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u6b63\u9762\u4e34\u4ece\u5355\u7eaf\u7684\u6570\u636e\u6c47\u805a\u5411\u5b9e\u65f6\u3001\u591a\u6a21\u6001\u6570\u636e\u878d\u5408\u4e0e\u81ea\u4e3b\u51b3\u7b56\u7684\u8303\u5f0f\u8f6c\u79fb\u3002\u4f20\u7edf\u57fa\u4e8ex86\u67b6\u6784\u7684\u8fb9\u7f18\u7f51\u5173\u867d\u7136\u63d0\u4f9b\u4e86\u8f83\u9ad8\u7684\u901a\u7528\u7b97\u529b\uff0c\u4f46\u5728\u529f\u8017\u3001\u6563\u70ed\u3001\u4f53\u79ef\u4ee5\u53ca\u786e\u5b9a\u6027\u65f6\u5ef6\u6307\u6807\u4e0a\u96be\u4ee5\u6ee1\u8db3\u82db\u523b\u7684\u5de5\u4e1a\u73b0\u573a\u8981\u6c42\u3002\u57fa\u4e8eARM\u67b6\u6784\u7684\u9ad8\u6027\u80fd\u5d4c\u5165\u5f0f\u5e73\u53f0\uff0c\u7ed3\u5408\u4e13\u7528\u7684\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5355\u5143\uff08NPU\uff09\uff0c\u6b63\u5728\u6210\u4e3a\u8fd9\u4e00\u9886\u57df\u7684\u5173\u952e\u6280\u672f\u652f\u70b9\u3002\u672c\u6587\u56f4\u7ed5\u4e00\u5957\u5177\u4f53\u7684\u5de5\u4e1a\u7ea7\u8fb9\u7f18\u8ba1\u7b97\u786c\u4ef6\u65b9\u6848\u5c55\u5f00\u8bba\u8ff0\uff1a\u8be5\u65b9\u6848\u6838\u5fc3\u5305\u542b\u4e00\u9897\u56db\u683864\u4f4dARM\u9ad8\u6027\u80fd\u5904\u7406\u5668\u3001\u4e00\u9897\u7b97\u529b\u4e3a64 TOPS\uff08INT8\uff09\u6216108 TOPS\uff08INT8\uff09\u7684\u72ec\u7acbNPU\u30018GB\/16GB LPDDR4X\u9ad8\u5e26\u5bbd\u5185\u5b58\uff0c\u4ee5\u53ca16+\u8def\u9ad8\u6e05\u89c6\u9891\u786c\u7f16\u89e3\u7801\u4e0e\u53ccHDMI 4K\u5f02\u663e\u80fd\u529b\u3002<\/span><\/p>\n

\u82af\u7247\u67b6\u6784\u4e0e\u7b97\u529b\u5206\u5c42<\/h2>\n

ARM\u5904\u7406\u5668\uff1a\u5b9e\u65f6\u63a7\u5236\u4e0e\u591a\u4efb\u52a1\u8c03\u5ea6<\/h3>\n

\u5de5\u4e1a\u7269\u8054\u7f51\u8fb9\u7f18\u8bbe\u5907\u901a\u5e38\u9700\u8981\u5728\u6709\u9650\u7684\u70ed\u8bbe\u8ba1\u529f\u8017\uff08TDP\uff09\u5185\u5904\u7406\u6765\u81ea\u591a\u79cd\u4f20\u611f\u5668\u7684\u6570\u636e\u6d41\u3002ARM\u5904\u7406\u5668\u7684\u56db\u6838\u67b6\u6784\u8bbe\u8ba1\u64c5\u957f\u5904\u7406\u9ad8\u5e76\u53d1\u4e2d\u65ad\u4e0e\u591a\u7ebf\u7a0b\u4efb\u52a1\u8c03\u5ea6\u3002\u5728\u5de5\u4e1a\u573a\u666f\u4e0b\uff0c\u8fd9\u610f\u5473\u7740\u80fd\u591f\u4ee5\u5fae\u79d2\u7ea7\u7684\u4e2d\u65ad\u54cd\u5e94\u65f6\u95f4\u5904\u7406\u6765\u81ea\u53ef\u7f16\u7a0b\u903b\u8f91\u63a7\u5236\u5668\uff08PLC\uff09\u3001\u632f\u52a8\u4f20\u611f\u5668\u3001\u6e29\u5ea6\u63a2\u5934\u7b49\u8bbe\u5907\u7684\u9ad8\u901f\u6570\u636e\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5904\u7406\u5668\u901a\u8fc7\u6838\u95f4\u901a\u4fe1\u673a\u5236\u534f\u8c03\u4e0d\u540c\u4f18\u5148\u7ea7\u7684\u4efb\u52a1\uff0c\u786e\u4fdd\u5b9e\u65f6\u63a7\u5236\u6570\u636e\u4e0d\u4f1a\u56e0\u56fe\u50cf\u5904\u7406\u4efb\u52a1\u800c\u963b\u585e\u3002<\/p>\n

NPU\uff1aAI\u63a8\u7406\u52a0\u901f\u4e0e\u91cf\u5316\u4f18\u5316<\/h3>\n

NPU\u662f\u8be5\u7cfb\u7edf\u5b9e\u73b0AI\u63a8\u7406\u52a0\u901f\u7684\u6838\u5fc3\u300264 TOPS\uff08INT8\uff09\u914d\u7f6e\u9002\u7528\u4e8e\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u76ee\u6807\u68c0\u6d4b\u3001\u5206\u7c7b\u4e0e\u8bed\u4e49\u5206\u5272\u6a21\u578b\uff1b108 TOPS\uff08INT8\uff09\u914d\u7f6e\u5219\u9762\u5411\u66f4\u6df1\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u6216\u9700\u8981\u5728\u66f4\u9ad8\u5e27\u7387\u4e0b\u6267\u884c\u63a8\u7406\u7684\u573a\u666f\u3002\u91cf\u5316\u52a0\u901f\u662f\u5de5\u4e1a\u90e8\u7f72\u7684\u5173\u952e\u73af\u8282\u3002\u6a21\u578b\u4eceFP32\u91cf\u5316\u81f3INT8\u540e\uff0c\u63a8\u7406\u5ef6\u8fdf\u53ef\u964d\u4f4e\u81f3\u539f\u6765\u76841\/4\u81f31\/8\uff0c\u540c\u65f6\u5185\u5b58\u5e26\u5bbd\u5360\u7528\u4e0b\u964d\u7ea675%\u3002\u4ee5YOLOv5s\u76ee\u6807\u68c0\u6d4b\u6a21\u578b\u4e3a\u4f8b\uff0c\u5728108 TOPS NPU\u4e0a\u5bf9640\u00d7640\u5206\u8fa8\u7387\u56fe\u50cf\u8fdb\u884c\u63a8\u7406\uff0c\u5355\u5e27\u5ef6\u8fdf\u53ef\u63a7\u5236\u572812\u6beb\u79d2\u4ee5\u5185\uff0c\u8fd9\u610f\u5473\u7740\u7406\u8bba\u4e0a\u6bcf\u79d2\u53ef\u5904\u7406\u8d85\u8fc780\u5e27\u56fe\u50cf\u6570\u636e\uff0c\u5b8c\u5168\u6ee1\u8db3\u4ea7\u7ebf\u89c6\u89c9\u68c0\u6d4b\u5bf9\u5b9e\u65f6\u6027\u7684\u8981\u6c42\u3002<\/p>\n

\u5b58\u50a8\u5e26\u5bbd\u4e0e\u6a21\u578b\u52a0\u8f7d\u7b56\u7565<\/h2>\n

LPDDR4X\u9ad8\u5e26\u5bbd\u5185\u5b58\u7684\u4f5c\u7528<\/h3>\n

\u5de5\u4e1a\u73b0\u573a\u7684\u8bbe\u5907\u901a\u5e38\u9700\u8981\u9891\u7e41\u5207\u6362\u4ea7\u7ebf\u54c1\u79cd\u6216\u66f4\u65b0\u7f3a\u9677\u68c0\u6d4b\u6a21\u578b\u3002\u6a21\u578b\u6743\u91cd\u7684\u5feb\u901f\u52a0\u8f7d\u76f4\u63a5\u51b3\u5b9a\u4e86\u7cfb\u7edf\u7684\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4\u4e0e\u67d4\u6027\u6362\u7ebf\u6548\u7387\u3002LPDDR4X\u5185\u5b58\u63d0\u4f9b\u4e86\u9ad8\u5e26\u5bbd\u4e0e\u4f4e\u529f\u8017\u7684\u5e73\u8861\u3002\u5bf9\u4e8e8GB\u7248\u672c\uff0c\u7406\u8bba\u5e26\u5bbd\u53ef\u8fbe\u5230\u7ea634GB\/s\uff0c\u80fd\u591f\u786e\u4fdd\u52a8\u8f84\u6570\u767eMB\u7684\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u6587\u4ef6\u5728\u6570\u767e\u6beb\u79d2\u5185\u5b8c\u5168\u8f7d\u5165NPU\u7684\u8fd0\u7b97\u901a\u9053\u300216GB\u7248\u672c\u5219\u9002\u7528\u4e8e\u9700\u8981\u540c\u65f6\u9a7b\u7559\u591a\u4e2a\u6a21\u578b\u7684\u573a\u666f\uff0c\u4f8b\u5982\u4e00\u4e2a\u7528\u4e8e\u5b9e\u65f6\u7f3a\u9677\u68c0\u6d4b\uff0c\u4e00\u4e2a\u7528\u4e8e\u5468\u671f\u6027\u8d28\u91cf\u5206\u6790\u3002<\/p>\n

\u591a\u6a21\u578b\u5207\u6362\u4e0e\u5185\u5b58\u8d44\u6e90\u7ba1\u7406<\/h3>\n

\u6b64\u5916\uff0c\u5185\u5b58\u5e26\u5bbd\u76f4\u63a5\u5f71\u54cd\u4e86\u6570\u636e\u5904\u7406\u6d41\u6c34\u7ebf\u7684\u74f6\u9888\u4f4d\u7f6e\u3002\u5728\u540c\u65f6\u5904\u740616\u8def1080P\u9ad8\u6e05\u89c6\u9891\u6d41\u65f6\uff0c\u89c6\u9891\u89e3\u7801\u5668\u5c06\u539f\u59cb\u56fe\u50cf\u6570\u636e\u76f4\u63a5\u5199\u5165\u5185\u5b58\uff0cNPU\u901a\u8fc7\u5185\u90e8DMA\u5f15\u64ce\u8bfb\u53d6\u5185\u5b58\u4e2d\u7684\u5e27\u6570\u636e\u8fdb\u884c\u63a8\u7406\u3002\u5b9e\u6d4b\u8868\u660e\uff0c\u7cfb\u7edf\u5728\u8be5\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\u5185\u5b58\u5e26\u5bbd\u5229\u7528\u7387\u7ef4\u6301\u572860%\u5de6\u53f3\uff0c\u9884\u7559\u4e86\u4f59\u91cf\u7ed9\u5176\u4ed6\u63a7\u5236\u4e0e\u901a\u4fe1\u4efb\u52a1\u3002<\/p>\n

\u89c6\u9891\u7f16\u89e3\u7801\u4e0e\u5f02\u6784\u663e\u793a<\/h2>\n

\u591a\u8def\u89c6\u9891\u786c\u7f16\u89e3\u7801<\/h3>\n

\u5de5\u4e1a\u89c6\u89c9\u7cfb\u7edf\u901a\u5e38\u5305\u542b\u591a\u4e2a\u6444\u50cf\u5934\uff0c\u7528\u4e8e\u4ea7\u54c1\u5916\u89c2\u68c0\u6d4b\u3001\u751f\u4ea7\u7ebf\u6d41\u7a0b\u76d1\u63a7\u4ee5\u53ca\u5b89\u5168\u533a\u57df\u611f\u77e5\u3002\u8be5\u65b9\u6848\u63d0\u4f9b\u768416+\u8def\u9ad8\u6e05\u89c6\u9891\u786c\u7f16\u89e3\u7801\u80fd\u529b\uff0c\u610f\u5473\u7740\u6240\u6709\u89c6\u9891\u6d41\u53ef\u4ee5\u5728\u4e0d\u6d88\u8017CPU\u6838\u8d44\u6e90\u7684\u60c5\u51b5\u4e0b\u5b8c\u6210H.264\/H.265\u683c\u5f0f\u7684\u7f16\u7801\u4e0e\u89e3\u7801\u3002CPU\u5f97\u4ee5\u5b8c\u5168\u91ca\u653e\u7528\u4e8e\u6267\u884c\u590d\u6742\u7684\u878d\u5408\u7b97\u6cd5\u4e0e\u4e0a\u5c42\u51b3\u7b56\u903b\u8f91\u3002\u89e3\u7801\u540e\u7684\u89c6\u9891\u5e27\u53ef\u4ee5\u76f4\u63a5\u4f20\u5165NPU\u7684\u63a8\u7406\u6d41\u6c34\u7ebf\uff0c\u5f62\u6210\u7aef\u5230\u7aef\u7684\u6570\u636e\u95ed\u73af\u3002<\/p>\n

\u53ccHDMI 4K\u5f02\u663e<\/h3>\n

\u53ccHDMI 4K\u5f02\u663e\u529f\u80fd\u63d0\u4f9b\u4e86\u6280\u672f\u4ef7\u503c\u3002\u4e00\u5757\u5c4f\u5e55\u53ef\u4ee5\u76f4\u9a71\u5de5\u4e1a\u89e6\u6478\u5f0f\u4eba\u673a\u754c\u9762\uff08HMI\uff09\uff0c\u663e\u793a\u5b9e\u65f6\u6570\u636e\u4eea\u8868\u76d8\u4e0e\u63a7\u5236\u6309\u94ae\uff1b\u53e6\u4e00\u5757\u5c4f\u5e55\u5219\u9a71\u52a83D\u6570\u5b57\u5b6a\u751f\u770b\u677f\uff0c\u6e32\u67d3\u57fa\u4e8eUnity\u6216Unreal Engine\u7684\u5de5\u5382\u7ea7\u4e09\u7ef4\u573a\u666f\u3002\u8fd9\u79cd\u67b6\u6784\u907f\u514d\u4e86\u4f7f\u7528\u72ec\u7acb\u663e\u5361\u5e26\u6765\u7684\u529f\u8017\u589e\u52a0\u4e0e\u53ef\u9760\u6027\u4e0b\u964d\u3002\u5728\u5de5\u4e1a\u73af\u5883\u4e2d\uff0c\u4eba\u673a\u4ea4\u4e92\u7684\u5237\u65b0\u7387\u4e0e\u6570\u5b57\u5b6a\u751f\u753b\u9762\u7684\u6e32\u67d3\u5e27\u7387\u53ef\u4ee5\u5206\u522b\u72ec\u7acb\u8c03\u8282\uff0c\u4f8b\u5982HMI\u754c\u9762\u53ef\u8bbe\u5b9a\u4e3a\u56fa\u5b9a30Hz\u5237\u65b0\uff0c\u800c\u5b6a\u751f\u770b\u677f\u5219\u6839\u636e\u573a\u666f\u66f4\u65b0\u9700\u6c42\u52a8\u6001\u8c03\u6574\u5e27\u7387\uff0c\u5728\u4fdd\u8bc1\u4ea4\u4e92\u6d41\u7545\u6027\u7684\u540c\u65f6\u964d\u4f4e\u7cfb\u7edf\u53d1\u70ed\u3002<\/p>\n

\u6570\u636e\u878d\u5408\u4e0e\u51b3\u7b56\u6d41\u7a0b<\/h2>\n

\u5178\u578b\u7684\u5de5\u4e1a\u6570\u636e\u878d\u5408\u6d41\u7a0b\u5305\u542b\u4ee5\u4e0b\u51e0\u4e2a\u6b65\u9aa4\uff1a\u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u4e0e\u65f6\u95f4\u6233\u5bf9\u9f50\u3001\u591a\u6a21\u6001\u6570\u636e\u9884\u5904\u7406\u3001\u7279\u5f81\u63d0\u53d6\u4e0e\u878d\u5408\u3001\u63a8\u7406\u51b3\u7b56\u3002<\/p>\n

\u65f6\u95f4\u6233\u5bf9\u9f50<\/h3>\n

\u5728\u65f6\u95f4\u6233\u5bf9\u9f50\u9636\u6bb5\uff0cARM\u5904\u7406\u5668\u901a\u8fc7\u7247\u4e0a\u5b9a\u65f6\u5668\u6a21\u5757\u4e3a\u6bcf\u4e2a\u91c7\u6837\u5e27\u6253\u4e0a\u786c\u4ef6\u65f6\u95f4\u6233\uff0c\u4ee5\u4fdd\u8bc1\u4ece\u4e0d\u540c\u4f20\u611f\u5668\uff08\u5982\u89c6\u89c9\u76f8\u673a\u4e0e\u632f\u52a8\u4f20\u611f\u5668\uff09\u83b7\u53d6\u7684\u6570\u636e\u5728\u65f6\u95f4\u7ef4\u5ea6\u4e0a\u7cbe\u786e\u5173\u8054\u3002<\/p>\n

\u6570\u636e\u9884\u5904\u7406<\/h3>\n

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\u7279\u5f81\u63d0\u53d6\u4e0e\u878d\u5408<\/h3>\n

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\u8f6f\u4ef6\u5b9e\u65f6\u6027\u4e0eOTA<\/h3>\n

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\u5177\u4f53\u5e94\u7528\u573a\u666f\u91cf\u5316\u5206\u6790<\/h2>\n

\u6c7d\u8f66\u96f6\u90e8\u4ef6\u68c0\u6d4b\u573a\u666f<\/h3>\n

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\u534a\u5bfc\u4f53\u6676\u5706\u7f3a\u9677\u68c0\u6d4b\u573a\u666f<\/h3>\n

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\u7ed3\u8bba<\/h2>\n

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\n

\"\u5de5\u4e1aAI\u89c6\u89c9\u8bc6\u522b\u76d2\u5b50\"<\/p>\n

\n

\u5de5\u4e1a\u7ea7AI\u89c6\u89c9\u8fb9\u7f18\u8ba1\u7b97\u76d2\u5b50<\/a><\/h2>\n

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\n

\u7acb\u5373\u54a8\u8be2<\/a><\/p>\n

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