{"id":7338,"date":"2022-09-29T16:34:54","date_gmt":"2022-09-29T08:34:54","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=7338"},"modified":"2022-09-29T16:34:54","modified_gmt":"2022-09-29T08:34:54","slug":"%e6%83%b3ai%e5%ba%94%e7%94%a8%e8%90%bd%e5%9c%b0%e9%ab%98%e6%95%88%e5%8f%88%e7%9c%81%e9%92%b1%ef%bc%8ccpu%e5%b8%ae%e4%bd%a0%e5%8a%a0%e9%80%9fai%e6%8e%a8%e7%90%86%ef%bc%8c%e9%99%8d%e6%9c%ac%e5%a2%9e","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2022\/09\/29\/7338\/","title":{"rendered":"\u60f3AI\u5e94\u7528\u843d\u5730\u9ad8\u6548\u53c8\u7701\u94b1\uff0cCPU\u5e2e\u4f60\u52a0\u901fAI\u63a8\u7406\uff0c\u964d\u672c\u589e\u6548\uff01"},"content":{"rendered":"<section data-class=\"_mbEditor\" data-id=\"25842\">\n<section data-mid=\"\">\n<section data-mid=\"\">\n<section data-mid=\"\">\n<section data-mid=\"\">\n<p 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1.png\" width=\"575\" height=\"292\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1.png 575w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-300x152.png 300w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/p>\n<p>\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae\u00a0\u53ef\u6269\u5c55\u5e73\u53f0\u5728\u8fb9\u7f18\u52a0\u901f AI \u7f3a\u9677\u68c0\u6d4b<\/p>\n<p>\u300c\u7f3a\u9677\u68c0\u6d4b\u300d\u662f\u5c4f\u5e55\u3001\u4f20\u611f\u5668\u7b49\u7cbe\u5bc6\u5668\u4ef6\u751f\u4ea7\u4e2d\u7684\u5173\u952e\u73af\u8282\uff0c\u4e4b\u524d\u4e00\u76f4\u4f9d\u9760\u4eba\u5de5\u68c0\u6d4b\uff0c\u7136\u800c\u4eba\u5de5\u68c0\u6d4b\u5b58\u5728\u5f88\u591a\u4e0d\u8db3\uff0c\u4e00\u822c\u4e3b\u8981\u5305\u62ec\u4eba\u624d\u7684\u57f9\u517b\u8d39\u65f6\u8d39\u529b\uff0c\u5176\u6b21\u662f\u68c0\u6d4b\u51c6\u786e\u7387\u76f8\u5bf9\u8f83\u4f4e\uff0c\u968f\u7740\u5de5\u827a\u98de\u901f\u53d1\u5c55\uff0c\u6d89\u53ca\u7684\u7f3a\u9677\u7c7b\u578b\u8d8a\u6765\u8d8a\u591a\uff0c\u4e14\u8bb8\u591a\u5df2\u7ecf\u5f88\u96be\u7528\u8089\u773c\u53d1\u73b0\u3002<\/p>\n<p>\u66fe\u7ecf\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f01\u4e1a\u9700\u8981\u57f9\u8bad\u548c\u5b89\u6392\u5927\u91cf\u68c0\u6d4b\u5de5\u7a0b\u5e08\u6765\u786e\u4fdd\u4ea7\u54c1\u8d28\u91cf\u3002\u4f46\u73b0\u5728\u53ef\u4ee5\u501f\u52a9\u82f1\u7279\u5c14\u8fb9\u7f18\u8ba1\u7b97\u7684\u80fd\u529b\uff0c\u901a\u8fc7\u7814\u53d1\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u7684\u81ea\u52a8\u5316\u7f3a\u9677\u5206\u7c7b (Automated Defect Classification, ADC) \u7cfb\u7edf\uff0c\u6765\u63d0\u5347\u7f3a\u9677\u68c0\u6d4b\u6548\u7387\u3002\u5728\u65b0\u7684 AI \u7f3a\u9677\u68c0\u6d4b\u7cfb\u7edf\u4e2d\uff0c\u5386\u53f2\u79ef\u7d2f\u7684\u56fe\u50cf\u4ee5\u53ca\u7531\u81ea\u52a8\u5149\u5b66\u68c0\u6d4b (Automated Optical Inspection\uff0cAOI) \u7b49\u8bbe\u5907\u91c7\u96c6\u7684\u56fe\u50cf\uff0c\u90fd\u4f1a\u7531\u8fb9\u7f18\u670d\u52a1\u5668\u9884\u5904\u7406\u540e\u6c47\u5165\u6570\u636e\u4e2d\u5fc3\uff0c\u5e76\u4f7f\u7528 ResNet\u3001Faster-RCNN \u7b49\u56fe\u50cf\u68c0\u6d4b\u548c\u5206\u7c7b\u7b97\u6cd5\u8fdb\u884c\u8bad\u7ec3\uff0c\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u88ab\u90e8\u7f72\u5230\u8fb9\u7f18\u670d\u52a1\u5668\u4e2d\u3002\u65b0 AI \u7f3a\u9677\u68c0\u6d4b\u7cfb\u7edf\u4e0a\u7ebf\u90e8\u7f72\u540e\uff0c\u53ef\u5927\u5e45\u63d0\u5347\u68c0\u6d4b\u51c6\u786e\u7387\u5e76\u964d\u4f4e\u4eba\u529b\u6210\u672c\uff0c\u771f\u6b63\u5b9e\u73b0\u964d\u672c\u589e\u6548\u3002<\/p>\n<p>&nbsp;<\/p>\n<section data-class=\"_mbEditor\" data-id=\"17012\">\n<section>\n<section>\n<section>\n<h2><strong>\u7b97\u529b\u5728\u533b\u5b66\u8f85\u52a9\u8bca\u65ad\u9886\u57df\u7684\u843d\u5730<\/strong><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p>\u5f97\u76ca\u4e8e\u7b97\u6cd5\u7684\u8fdb\u5316\u3001\u7b97\u529b\u7684\u63d0\u5347\uff0cAI \u8f85\u52a9\u8bca\u65ad\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u7136\u800c\uff0cAI \u8f85\u52a9\u8bca\u65ad\u5e94\u7528\u7531\u4e8e\u5bf9 \u00a0IT 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-1-300x169.png 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/p>\n<p>\u53ef\u89c1\u7b97\u529b\u5df2\u7ecf\u6df1\u5165\u5230\u751f\u4ea7\u751f\u6d3b\u7684\u65b9\u65b9\u9762\u9762\uff0c\u53ef\u4ee5\u9884\u8ba1\u7684\u662f\uff0c\u4eba\u7c7b\u751f\u6d3b\u672a\u6765\u5fc5\u7136\u8d8a\u6765\u8d8a\u79bb\u4e0d\u5f00\u7b97\u529b\uff0c\u800c\u9ad8\u6027\u4ef7\u6bd4\u5730\u83b7\u53d6\u7b97\u529b\u4e5f\u5c06\u6210\u4e3a\u5546\u4e1a\u6210\u529f\u7684\u91cd\u8981\u90e8\u5206\u3002<\/p>\n<section>&nbsp;<\/p>\n<section data-class=\"_mbEditor\" data-id=\"17012\">\n<section>\n<section>\n<section>\n<h2><strong>\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae \u53ef\u6269\u5c55\u5904\u7406\u5668\u7b97\u529b\u8d4b\u80fd\uff0c\u52a0\u901fAI\u63a8\u7406\u8fc7\u7a0b<\/strong><\/h2>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p>\u63d0\u5230 AI \u7684\u63a8\u7406\uff0c\u5927\u5bb6\u7684\u7b2c\u4e00\u53cd\u5e94\u53ef\u80fd\u662f\u9700\u8981\u5f3a\u5927\u7684GPU\u3002\u4f46\u5b9e\u9645\u4e0a\uff0c\u7ecf\u8fc7\u591a\u5e74\u7684\u53d1\u5c55\uff0cCPU\u540c\u6837\u53ef\u4ee5\u52a0\u901f\u63a8\u7406\u8fc7\u7a0b\uff0c\u4e14\u6027\u4ef7\u6bd4\u66f4\u9ad8\u3002\u50cf\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae\u00a0\u53ef\u6269\u5c55\u5904\u7406\u5668\uff0c\u5185\u7f6e\u4e86\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u548c\u9ad8\u7ea7\u5b89\u5168\u529f\u80fd\uff0c\u4f9d\u9760\u5176\u5f3a\u5927\u7b97\u529b\u53ef\u4ee5\u6781\u5927\u63d0\u9ad8AI\u63a8\u7406\u6548\u7387\uff0c\u5e76\u517c\u987e\u6210\u672c\u4e0e\u5b89\u5168\u6027\u3002<\/p>\n<p>\u4e3a\u4e86\u5728 CPU \u4e0a\u5b9e\u73b0\u4f18\u79c0\u7684 AI \u63a8\u7406\u80fd\u529b\uff0c\u82f1\u7279\u5c14\u4ece\u5e95\u5c42\u6307\u4ee4\u96c6\u7684\u8bbe\u8ba1\uff0c\u5230\u77e9\u9635\u8fd0\u7b97\u52a0\u901f\u5e93\uff0c\u518d\u5230\u795e\u7ecf\u7f51\u7edc\u52a0\u901f\u5e93\u90fd\u8fdb\u884c\u4e86\u4e13\u95e8\u7684\u4f18\u5316\u3002<\/p>\n<p>CPU \u6307\u4ee4\u96c6\u662f\u8ba1\u7b97\u673a\u80fd\u529b\u7684\u6838\u5fc3\u90e8\u5206\uff0c\u82f1\u7279\u5c14\u00ae\u00a0AVX-512 \u6307\u4ee4\u96c6\u65e8\u5728\u63d0\u5347\u5355\u6761\u6307\u4ee4\u7684\u8ba1\u7b97\u6570\u91cf\uff0c\u4ece\u800c\u63d0\u5347 CPU \u7684\u77e9\u9635\u8fd0\u7b97\u6548\u7387\u3002\u5728\u52a0\u901f\u8bad\u7ec3\u73af\u8282\uff0c\u82f1\u7279\u5c14\u00ae\u00a0DL Boost \u628a\u5bf9\u4f4e\u7cbe\u5ea6\u6570\u636e\u683c\u5f0f\u7684\u64cd\u4f5c\u6307\u4ee4\u878d\u5165\u5230\u4e86 AVX-512 \u6307\u4ee4\u96c6\u4e2d\uff0c\u5373 AVX-512_VNNI \uff08\u77e2\u91cf\u795e\u7ecf\u7f51\u7edc\u6307\u4ee4\uff09 \u548c AVX-512_BF16\uff08bfloat16\uff09\uff0c\u5206\u522b\u63d0\u4f9b\u4e86\u5bf9 INT8\uff08\u4e3b\u8981\u7528\u4e8e\u91cf\u5316\u63a8\u7406\uff09\u548c BF16\uff08\u517c\u987e\u63a8\u7406\u548c\u8bad\u7ec3\uff09\u7684\u652f\u6301\u3002<\/p>\n<p>\u4e86\u89e3\u4e86\u57fa\u672c\u539f\u7406\u540e\uff0c\u6211\u4eec\u518d\u6765\u770b\u4f7f\u7528 CPU \u8bad\u7ec3\u6a21\u578b\u7684\u4f18\u52bf\u5c31\u5f88\u660e\u663e\u4e86\uff1a\u5728\u53ea\u4f7f\u7528\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae\u00a0\u53ef\u6269\u5c55\u5904\u7406\u5668\u7684\u60c5\u51b5\u4e0b\uff0c\u5185\u5b58\u53ef\u4ee5\u4fbf\u6377\u5730\u6839\u636e\u9700\u8981\u6269\u5145\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u548c\u573a\u666f\u5206\u914d\u8ba1\u7b97\u6838\u5fc3\uff0c\u8fd9\u6837\u7684\u7075\u6d3b\u6027\u662f\u5176\u5b83\u786c\u4ef6\u5f88\u96be\u5177\u5907\u7684\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u5728\u4f01\u4e1a\u4e2d\u90e8\u7f72 AI \u6a21\u578b\uff0cCPU \u670d\u52a1\u5668\u540c\u6837\u5e38\u7528\u3002\u5927\u591a\u6570 AI \u5b9e\u9645\u8981\u6c42\u7684\u662f\u5e76\u53d1\u91cf\uff0c\u5bf9\u63a8\u7406\u901f\u5ea6\u6ca1\u6709\u7279\u522b\u9ad8\u7684\u8981\u6c42\uff1b\u800c\u4e14\u5236\u9020\u4e1a\u6216\u56fe\u50cf\u884c\u4e1a\u7684\u6a21\u578b\u4e5f\u4e0d\u4f1a\u592a\u5927\uff0c\u8fd9\u79cd\u60c5\u51b5\u5c31\u5f88\u9002\u5408\u4f7f\u7528 CPU \u4f5c\u4e3a\u8ba1\u7b97\u8bbe\u5907\u3002<\/p>\n<p>\u5728\u6267\u884c\u4e0a\u7ebf\u90e8\u7f72\u65f6\uff0c\u5e38\u89c1\u7684\u63a8\u7406\u5f15\u64ce\u90e8\u7f72\u5de5\u5177\u5c31\u6709 OpenVINO\u2122\uff08Open Visual Inference &amp; Neural Network Optimization\uff0c\u5f00\u653e\u89c6\u89c9\u63a8\u7406\u53ca\u795e\u7ecf\u7f51\u7edc\u4f18\u5316\uff09\u3002\u5b83\u662f\u82f1\u7279\u5c14\u57fa\u4e8e\u81ea\u8eab\u73b0\u6709\u786c\u4ef6\u5e73\u53f0\u5f00\u53d1\u7684\u5de5\u5177\u5957\u4ef6\uff0c\u7528\u4e8e\u52a0\u5feb\u9ad8\u6027\u80fd\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6df1\u5ea6\u5b66\u4e60\u89c6\u89c9\u7684\u5e94\u7528\u5f00\u53d1\u901f\u5ea6\uff0c\u5177\u6709\u4e13\u5c5e\u4e3a CPU \u4f18\u5316\u7684\u7279\u8d28\u3002\u76ee\u524d\u5df2\u5e7f\u6cdb\u5e94\u7528\u5728\u5de5\u4e1a\u3001\u96f6\u552e\u3001\u8f85\u52a9\u8bca\u7597\u7b49\u9886\u57df\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7342\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-2.png\" width=\"576\" height=\"324\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-2.png 576w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-2-300x169.png 300w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/p>\n<p>\u56fe\uff1a\u5728\u5236\u9020\u4e1a\u4e2d\uff0c\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u53ef\u4f5c\u4e3a\u8fb9\u7f18\u8ba1\u7b97\u8bbe\u5907\uff0c\u4e5f\u53ef\u4e3a\u591a\u529f\u80fd\u5e73\u53f0\u63d0\u4f9b\u57fa\u672c\u8ba1\u7b97\u80fd\u529b\uff0c\u4ee5\u652f\u6301\u5404\u79cd AI \u573a\u666f\u4e0e\u6a21\u578b\u3002<\/p>\n<p>\u5173\u4e8e\u66f4\u591a\u82f1\u7279\u5c14CPU\u52a0\u901f\u5e26\u6765\u7684\u597d\u5904\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u770b\u770b\u4e0b\u9762\u8fd9\u4e2a\u89c6\u9891\uff5e<\/p>\n<section class=\"wxw_wechannel_card_not_horizontal\">\n<div class=\"wxw_wechannel_card appmsg_card_channel appmsg_card_context js_wechannel_video_card\" tabindex=\"0\" title=\"\u8f7b\u70b9\u4e24\u4e0b\u524d\u5f80\u89c6\u9891\u53f7\" role=\"option\">\n<div class=\"wxw_wechannel_card_bd\">\n<div class=\"wxw_wechannel_video_context\"><\/div>\n<\/div>\n<div class=\"wxw_wechannel_card_ft weui-flex\">\n<div class=\"wxw_wechannel_profile weui-flex\"><i class=\"wxw_wechannel_logo\"><\/i><\/p>\n<div class=\"wxw_wechannel_nickname js_wx_tap_highlight\">\u82f1\u7279\u5c14\u6570\u636e\u4e2d\u5fc3<\/div>\n<\/div>\n<div><\/div>\n<\/div>\n<\/div>\n<\/section>\n<p>\u6b64\u5916\u5462\uff0c\u5b66\u672f\u754c\u4e5f\u6709\u4e00\u4e2a\u7814\u7a76\u65b9\u5411\u5c31\u662f\u8f7b\u91cf\u7ea7\u795e\u7ecf\u7f51\u7edc\uff0c\u76ee\u6807\u662f\u4f7f\u7528\u8f83\u5c11\u7684\u53c2\u6570\u548c\u8f83\u4f4e\u7684\u7b97\u529b\u8fbe\u5230\u540c\u6837\u6027\u80fd\u4e0e\u6548\u679c\u3002\u4f8b\u5982\u767e\u5ea6\u63d0\u51fa\u7684PP-LCNet\uff0c\u4e00\u4e2a\u80fd\u591f\u5728 CPU \u4e0a\u8bad\u7ec3\u7684\u6df1\u5ea6\u5b66\u4e60\u7f51\u7edc\u6a21\u578b\uff0c\u603b\u7ed3\u8d77\u6765\u6539\u8fdb\u4e86 4 \u70b9\uff1a<\/p>\n<section><strong>1.\u4f7f\u7528 H-Swish (\u66ff\u4ee3\u4f20\u7edf\u7684 ReLU)\uff1b\u4ece\u800c\u907f\u514d\u4e86\u5927\u91cf\u7684\u6307\u6570\u8fd0\u7b97\u3002\u6027\u80fd\u6709\u4e86\u5f88\u5927\u7684\u63d0\u9ad8\uff0c\u800c\u63a8\u7406\u65f6\u95f4\u51e0\u4e4e\u6ca1\u6709\u6539\u53d8\u3002<\/strong><\/section>\n<section><strong>2.SE \u6a21\u5757\u653e\u5728\u6700\u540e\u4e00\u5c42\uff0c\u5e76\u4f7f\u7528\u5927\u5c3a\u5ea6\u5377\u79ef\u6838\uff1b\u4ea7\u751f\u4e86\u66f4\u597d\u7684\u7cbe\u5ea6-\u901f\u5ea6\u5e73\u8861<\/strong><\/section>\n<section><strong>3.\u5927\u5c3a\u5ea6\u5377\u79ef\u6838\u653e\u5728\u6700\u540e\u51e0\u5c42\uff1b\u5728\u7f51\u7edc\u7684\u5c3e\u7aef\uff0c\u7528\u53ea\u6709 5\u00d75 \u5377\u79ef\u5185\u6838\u53d6\u4ee3 3\u00d73 \u5377\u79ef\u5185\u6838\u7684\u5f71\u54cd\uff0c\u4e0e\u6240\u6709\u5c42\u7684\u7f51\u7edc\u5c42\u90fd\u4f7f\u7528 5\u00d75 \u5377\u79ef\u5185\u6838\u7684\u7f51\u7edc\u6548\u679c\u51e0\u4e4e\u4e00\u6837\u3002\u6240\u4ee5\u53ea\u5728\u7f51\u7edc\u5c3e\u7aef\u505a\u4e86 5\u00d75 \u5377\u79ef\u5185\u6838\u66ff\u6362\u64cd\u4f5c\u3002\u4e5f\u6781\u5927\u5730\u51cf\u5c11\u4e86\u8ba1\u7b97\u91cf\u3002<\/strong><\/section>\n<section><strong>4.\u5728\u6700\u540e\u7684 global average pooling \u540e\u589e\u52a0\u66f4\u5927\u5c3a\u5bf8\u7684 1 \u00d7 1 \u5377\u79ef\u5c42\u3002<\/strong><\/section>\n<section><strong>\u6709\u4e86\u8fd9\u56db\u4e2a\u53d8\u5316\uff0c\u5728\u82f1\u7279\u5c14MKLDNN\u52a0\u6301\u4e0b\u7684\u81f3\u5f3a\u53ef\u6269\u5c55\u5904\u7406\u5668\u5b9e\u73b0\u4e8671.32%\u7684top-1\u51c6\u786e\u7387\u548c2.46ms\u7684\u5ef6\u8fdf\uff0c\u5176\u51c6\u786e\u7387\u548c\u901f\u5ea6\u90fd\u5927\u5927\u8d85\u8fc7\u4e4b\u524d\u7684\u7f51\u7edc\u7ed3\u6784\u3002<\/strong><\/section>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7343\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-3.png\" width=\"454\" height=\"440\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-3.png 454w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-3-300x291.png 300w\" sizes=\"auto, (max-width: 454px) 100vw, 454px\" \/><\/p>\n<p>\u56fe PP-LCNet \u8f7b\u91cf\u7ea7 CPU \u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/p>\n<p>\u968f\u7740\u5b66\u672f\u754c\u7814\u7a76\u5730\u4e0d\u65ad\u6df1\u5165\uff0c\u968f\u7740\u5de5\u4e1a\u754c\u4e0d\u65ad\u7684\u4f18\u5316\uff0c\u7528CPU\u8bad\u7ec3\u8f7b\u91cf\u7ea7\u795e\u7ecf\u7f51\u7edc\u5c06\u53ef\u80fd\u662f\u4e00\u4e2a\u6027\u4ef7\u6bd4\u9887\u9ad8\u7684\u9009\u9879\uff0cCPU\u76f8\u6bd4GPU\u51cf\u5c11\u4e86\u8bad\u7ec3\u6570\u636e\u5728\u548c\u5185\u5b58\u4e2d\u7684\u53cd\u590d\u8f6c\u79fb\uff0c\u4f7f\u5f97CPU\u8bad\u7ec3\u8f7b\u91cf\u7ea7\u795e\u7ecf\u7f51\u7edc\u66f4\u9ad8\u6548\u3002\u5404\u79cd\u91cd\u8981\u7684\u662f\u8bad\u7ec3\u8fd9\u4e9b\u8f7b\u91cf\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528CPU\u5c31\u8db3\u591f\u4e86\uff0c\u800cGPU\u663e\u5f97\u201c\u6740\u9e21\u7109\u7528\u725b\u5200\u201d\uff0c\u540c\u65f6\u6210\u672c\u5374\u8fdc\u9ad8\u4e8eCPU\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7344\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-4.png\" width=\"506\" height=\"271\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-4.png 506w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/09\/4ffce04d92a4d6cb21c1494cdfcd6dc1-4-300x161.png 300w\" sizes=\"auto, (max-width: 506px) 100vw, 506px\" \/><\/p>\n<p>\u968f\u7740\u6211\u56fd\u5927\u529b\u63d0\u5021\u63a8\u52a8\u4e91\u5e73\u53f0\u7684\u53d1\u5c55\uff0c\u7ed3\u5408\u82f1\u7279\u5c14\u8fb9\u7f18\u8ba1\u7b97\u5e26\u6765\u7684\u4f18\u52bf\uff0c\u5229\u7528 5G\u3001\u4eba\u5de5\u667a\u80fd\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u5927\u6570\u636e\u5206\u6790\u7b49\u65b0\u6280\u672f\uff0c\u63a2\u7d22\u66f4\u591a\u5e94\u7528\u573a\u666f\uff0c\u4e0d\u4ec5\u63a8\u52a8\u5236\u9020\u884c\u4e1a\u7684\u667a\u80fd\u5316\u8f6c\u578b\u8fd8\u4fc3\u8fdb\u4e86\u533b\u7597\u9886\u57df\u7684\u4fe1\u606f\u5171\u4eab\u548c\u667a\u80fd\u5316\u53d1\u5c55\u3002<\/p>\n<p><a href=\"https:\/\/www.intel.cn\/content\/www\/cn\/zh\/now\/data-centric\/heroproducts.html\" target=\"_blank\" rel=\"noopener\">\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae \u4ea7\u54c1\u7ec4\u5408\uff0c\u66f4\u4f18\u534f\u4f5c\uff0c\u52a9\u529b\u7075\u6d3b\u5e94\u5bf9\u4e91\u6570\u667a\u8f6c\u578b (intel.cn)<\/a><\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_7338\" class=\"pvc_stats total_only  \" data-element-id=\"7338\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" 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