{"id":13299,"date":"2022-05-26T06:16:00","date_gmt":"2022-05-26T06:16:00","guid":{"rendered":"https:\/\/appliedsmtdev.wpenginepowered.com\/blog\/improve-productivity\/"},"modified":"2024-06-12T05:43:35","modified_gmt":"2024-06-12T05:43:35","slug":"improve-productivity","status":"publish","type":"blog","link":"https:\/\/appliedsmartfactory.com\/zh-hans\/semiconductor-blog\/al-ml-zh-hans\/improve-productivity\/","title":{"rendered":"\u63d0\u9ad8 AI \u548c ML \u89e3\u51b3\u65b9\u6848\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u6548\u7387"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13299\" class=\"elementor elementor-13299 elementor-13174\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36aaa910 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36aaa910\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7bf45f0d\" data-id=\"7bf45f0d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5843e8d9 elementor-widget elementor-widget-text-editor\" data-id=\"5843e8d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u5bf9\u4e8e\u6b63\u5728\u8003\u8651\u4f7f\u7528\u4eba\u5de5\u667a\u80fd (AI) \u548c\u673a\u5668\u5b66\u4e60 (ML) \u6280\u672f\u7684\u534a\u5bfc\u4f53\u6676\u5706\u5382\u7ba1\u7406\u8005\u6765\u8bf4\uff0c\u6709\u4e00\u4e9b\u9700\u8981\u8003\u8651\u7684\u95ee\u9898\uff1a\u9488\u5bf9\u60a8\u7684\u7279\u5b9a\u95ee\u9898\u5f00\u53d1 AI\/ML \u6a21\u5757\u7684\u751f\u547d\u5468\u671f\u662f\u4ec0\u4e48\uff1f \u4f7f\u7528 AutoSched<sup>\u2122<\/sup>\u3001Activity Manager<sup>\u2122<\/sup> \u548c APF Formatter \u7b49 SmartFactory \u9ad8\u6548\u4ea7\u54c1\u5728\u60a8\u5f53\u524d\u4f7f\u7528\u7684\u7cfb\u7edf\u548c\u751f\u4ea7\u73af\u5883\u4e2d\u5b9e\u65bd AI\/ML \u6a21\u5757\u7684\u6709\u6548\u65b9\u5f0f\u662f\u4ec0\u4e48\uff1f \u60a8\u662f\u5426\u4e86\u89e3\u6db5\u76d6 AI\/ML \u6a21\u5757\u5f00\u53d1\u7684\u5168\u751f\u547d\u5468\u671f\u7684\u96c6\u6210\u5316\u89e3\u51b3\u65b9\u6848\uff1f\n\n\u5236\u9020\u5546\u4f9d\u8d56\u4e8e\u6211\u4eec\u7684 SmartFactory\u9ad8\u6548\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\uff08AI\/ML\uff09\u5e73\u53f0\uff0c\u652f\u6301\u6574\u4e2a AI\/ML \u6a21\u578b\u7684\u5f00\u53d1\u751f\u547d\u5468\u671f\uff0c\u80fd\u591f\u5c06\u5f00\u53d1\u524d\u7f6e\u65f6\u95f4\u7f29\u77ed 30% \u4ee5\u4e0a\u3002\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3335086e elementor-widget elementor-widget-heading\" data-id=\"3335086e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI\/ML \u6a21\u5757\u5f00\u53d1\u751f\u547d\u5468\u671f\u7684\u6807\u51c6\u6b65\u9aa4 <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e773032 elementor-widget elementor-widget-text-editor\" data-id=\"5e773032\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI\/ML \u6a21\u5757\u5f00\u53d1\u751f\u547d\u5468\u671f\u5305\u542b\u56db\u4e2a\u6807\u51c6\u6b65\u9aa4\uff1a\u51c6\u5907\u548c\u83b7\u53d6\u6570\u636e\u3001\u5b9a\u4e49\u548c\u8ba1\u7b97\u7279\u5f81\u3001\u8bad\u7ec3\u548c\u8bc4\u4f30 ML \u6a21\u578b\uff0c\u4ee5\u53ca\u90e8\u7f72\u548c\u76d1\u63a7\u6a21\u578b\uff08\u89c1\u56fe 1\uff09\u3002<\/p>\n<ul>\n<li><strong>\u6b65\u9aa4 1\uff1a \u6570\u636e\u51c6\u5907\u548c\u83b7\u53d6\u3002<\/strong> \u5982\u679c\u6676\u5706\u5382\u7684\u5386\u53f2\u6570\u636e\u6216\u8bbe\u5907\u6570\u636e\u5df2\u51c6\u5907\u597d\uff0c\u90a3\u4e48\u9996\u5148\u5c06\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u548c\u6e05\u6d17\u3002 \u5982\u679c\u5386\u53f2\u6570\u636e\u4e0d\u8db3\u4ee5\u8868\u5f81\u672a\u6765\u7684\u53d8\u5316\uff0c\u5219\u9700\u8981\u6269\u5145\u6570\u636e\u3002<\/li>\n<li><strong>\u6b65\u9aa4 2\uff1a \u7279\u5f81\u5b9a\u4e49\/\u8ba1\u7b97\u3002<\/strong> \u5728\u6676\u5706\u5382\u6216\u8bbe\u5907\u6570\u636e\u51c6\u5907\u5b8c\u6210\u4e4b\u540e\uff0c\u6676\u5706\u5382\u8fd0\u8425\u56e2\u961f\u5e94\u5b9a\u4e49\u8981\u89e3\u51b3\u7684\u5173\u952e\u95ee\u9898\u7279\u5f81\uff0c\u5305\u62ec\u8bbe\u5907\u7edf\u8ba1\u4fe1\u606f\u548c\u5de5\u4f5c\u5c5e\u6027\u3002 \u5728\u56e2\u961f\u5bf9\u7279\u5f81\u8fdb\u884c\u5b9a\u4e49\u4e4b\u540e\uff0c\u5c06\u8fdb\u884c\u81ea\u52a8\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u6b65\u9aa4 3\uff1a ML \u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u3002<\/strong> \u89e3\u51b3\u95ee\u9898\u7684\u6700\u4f73 ML \u7b97\u6cd5\u662f\u54ea\u79cd\uff1f \u5957\u7d22\u56de\u5f52\uff1f Xgboost\uff1f \u56e2\u961f\u4f1a\u6839\u636e\u95ee\u9898\u7c7b\u578b\u786e\u5b9a\u9002\u5f53\u7684\u7b97\u6cd5\u3002 \u5728\u6b64\u6b65\u9aa4\u4e2d\uff0c\u56e2\u961f\u4f1a\u6839\u636e\u9700\u8981\u8fdb\u884c\u91cd\u590d\u8bad\u7ec3\u548c\u8bc4\u4f30\uff0c\u7136\u540e\u6839\u636e\u7ed3\u679c\u8c03\u6574\u7279\u5f81\u548c\u53c2\u6570\/\u8d85\u53c2\u6570\u3002<\/li>\n<li><strong>\u6b65\u9aa4 4\uff1a \u90e8\u7f72\u548c\u76d1\u63a7\u3002<\/strong> \u5728\u8fd9\u4e00\u6700\u540e\u7684\u6b65\u9aa4\u4e2d\uff0c\u6a21\u578b\u5f97\u4ee5\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\uff0c\u4f46\u8bf7\u6ce8\u610f\uff0c\u8fd9\u79cd\u90e8\u7f72\u4e0d\u4f1a\u5f71\u54cd\u5f53\u524d\u751f\u4ea7\u7cfb\u7edf\u7684\u6027\u80fd\u3002 \u90e8\u7f72\u7b80\u5355\u9ad8\u6548\u3002 \u5728\u56e2\u961f\u5b9e\u65bd\u6a21\u578b\u4e4b\u540e\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u53ef\u4ee5\u5f97\u77e5\u6a21\u578b\u7684\u6027\u80fd\u548c\u5bf9\u751f\u4ea7\u7684\u5f71\u54cd\u3002<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a26989 elementor-widget elementor-widget-image\" data-id=\"9a26989\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Development Lifecycle\" data-elementor-lightbox-description=\"Development Lifecycle\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTcxMSwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvZGV2ZWxvcG1lbnQtbGlmZWN5Y2xlLmpwZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1137\" height=\"358\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle.jpg\" class=\"attachment-full size-full wp-image-9711\" alt=\"Development Lifecycle\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle.jpg 1137w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-300x94.jpg 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-1024x322.jpg 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-768x242.jpg 768w\" sizes=\"(max-width: 1137px) 100vw, 1137px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 1\u3002<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-622aa959 elementor-widget elementor-widget-heading\" data-id=\"622aa959\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6676\u5706\u5382\u501f\u52a9 SmartFactory \u9ad8\u6548 Al\/ML \u5e73\u53f0\u63d0\u9ad8\u6548\u7387<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5589fab3 elementor-widget elementor-widget-text-editor\" data-id=\"5589fab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u6676\u5706\u5382\u5728\u4f7f\u7528 AutoSched\u3001APF Formatter\u3001Activity Manager \u548c Solution UI \u7b49 SmartFactory \u9ad8\u6548 AI\/ML \u5e73\u53f0\u7ec4\u4ef6\u4e4b\u540e\uff0c\u80fd\u591f\u76f4\u63a5\u5c06\u8fd9\u4e9b\u6a21\u5757\u96c6\u6210\u5230\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u65e0\u9700\u50cf\u901a\u5e38\u90a3\u6837\u5728 AI\/ML \u5f00\u53d1\u751f\u547d\u5468\u671f\u7684\u6bcf\u4e00\u6b65\u5f00\u53d1\u5355\u72ec\u7684 python \u7a0b\u5e8f\u3002 \u96c6\u6210\u8fd9\u4e9b\u6a21\u5757\uff0c\u5e2e\u52a9\u6676\u5706\u5382\u964d\u4f4e\u6210\u672c\uff0c\u907f\u514d\u5bf9\u989d\u5916\u5f00\u53d1\u8d44\u6e90\u7684\u9700\u6c42\uff08\u89c1\u56fe 2\uff09\u3002<\/p>\n<ul>\n<li><strong>\u6b65\u9aa4 1\uff1a \u5728\u51c6\u5907\u548c\u83b7\u53d6\u6570\u636e\u65f6\uff1a<\/strong> \u5982\u679c\u6676\u5706\u5382\u7ba1\u7406\u8005\u9700\u8981\u4e3a\u65b0\u7684\u6676\u5706\u5382\u6216\u8bbe\u5907\u6570\u636e\u8fdb\u884c\u6570\u636e\u6269\u5145\uff0c<strong>AutoSched<\/strong> \u662f\u4e00\u6b3e\u51fa\u8272\u7684\u6a21\u62df\u4ea7\u54c1\uff0c\u80fd\u591f\u9488\u5bf9\u65b0\u7684\u6676\u5706\u5382\u884c\u4e3a\u548c\u8bbe\u5907\u7edf\u8ba1\u4fe1\u606f\u6269\u5145\u6570\u636e\u3002<\/li>\n<li><strong>\u6b65\u9aa4 2\uff1a \u5728\u5b9a\u4e49\u548c\u8ba1\u7b97\u7279\u5f81\u65f6\uff1a<\/strong> \u5728\u5b9a\u4e49\u4e86\u4e00\u6574\u5957\u7279\u5f81\u4e4b\u540e\uff0c\u5e94\u81ea\u52a8\u5316\u8fdb\u884c\u7279\u5f81\u8ba1\u7b97\u3002 \u5982\u679c\u9700\u8981\u65b0\u7684\u7279\u5f81\uff0c\u90a3\u4e48\u5728\u5f53\u524d\u73af\u5883\u4e2d\u6dfb\u52a0\u65b0\u7279\u5f81\u5e76\u4fee\u6539\u73b0\u6709\u7279\u5f81\u5e94\u8be5\u5f88\u5bb9\u6613\u3002<strong>Activity Manager<\/strong> \u53ef\u8fdb\u884c\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u800c\u4f7f\u7528 <strong>APF Formatter<\/strong> \u80fd\u591f\u8f7b\u677e\u5b9e\u65bd\u7279\u5f81\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u6b65\u9aa4 3\uff1a \u5728\u8fdb\u884c ML \u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u65f6\uff1a<\/strong> \u5728\u6b64\u6b65\u9aa4\u4e2d\uff0c\u521d\u59cb\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u5c06\u4f1a\u5728\u4e00\u822c\u7684 python \u5f00\u53d1\u73af\u5883\u4e2d\u8fdb\u884c\u3002 \u5e73\u53f0\u5c06\u4f7f\u7528\u5373\u7528\u578b ML \u6a21\u578b\uff0c\u4ece\u800c\u89e3\u51b3\u5e38\u89c1\u7684\u5de5\u5382\u751f\u4ea7\u6548\u7387\u548c\u4f9b\u5e94\u94fe\u95ee\u9898\u3002 \u8fd9\u4e9b\u6a21\u578b\u662f\u201c\u57fa\u7ebf\u201d\u6a21\u578b\uff0c\u6676\u5706\u5382\u4e5f\u53ef\u4ee5\u6839\u636e\u9700\u8981\u81ea\u7531\u4fee\u6539\u548c\u91cd\u7528\u3002 \u6b64\u5916\uff0c<strong>Solution UI<\/strong> \u80fd\u591f\u63d0\u4f9b\u591a\u79cd\u591a\u6837\u7684\u8bc4\u4f30\u754c\u9762\uff0c\u4ece\u800c\u52a0\u901f\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u3002<\/li>\n<li><strong>\u6b65\u9aa4 4\uff1a \u5728\u5f00\u53d1\u548c\u76d1\u63a7 ML \u6a21\u578b\u65f6\uff1a<\/strong> \u5728\u751f\u4ea7\u4e2d\u90e8\u7f72 ML \u6a21\u578b\u4e0d\u5e94\u7ed9\u5f53\u524d\u751f\u4ea7\u7cfb\u7edf\u9020\u6210\u8d1f\u62c5\uff0c\u5e76\u4e14\u6700\u597d\u5728\u5f53\u524d\u89c4\u5219\u5f00\u53d1\u4eba\u5458\u719f\u6089\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u3002 \u5982\u679c\u8fd9\u4e9b\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5c06 <strong>APF Formatter<\/strong> \u4f5c\u4e3a\u5176\u89c4\u5219\u5f00\u53d1\u5de5\u5177\u4ee5\u53ca\u90e8\u7f72\u5de5\u5177\uff08\u89c1\u56fe 3\uff09\uff0c\u90a3\u4e48\u6548\u679c\u5c06\u66f4\u4e3a\u7406\u60f3\u3002 \u89c4\u5219\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u7b80\u5355\u5730\u4f7f\u7528 Python \u4ee3\u7801\u5757\u5c06 ML \u6a21\u578b\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\uff0c\u8fd9\u4e0e\u5f53\u524d\u65b9\u5f0f\u522b\u65e0\u4e8c\u81f4\u3002 <strong>Solution UI<\/strong> \u80fd\u591f\u63d0\u4f9b\u4eea\u8868\u76d8\uff0c\u80fd\u5b9e\u65f6\u76d1\u63a7\u6a21\u578b\u6027\u80fd\u4ee5\u53ca\u5bf9\u6676\u5706\u5382\u7684\u5f71\u54cd\u3002<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-424035ff elementor-widget elementor-widget-image\" data-id=\"424035ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Development Resources\" data-elementor-lightbox-description=\"Development Resources\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTcxNCwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvZGV2ZWxvcG1lbnQtcmVzb3VyY2VzLmpwZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1137\" height=\"673\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources.jpg\" class=\"attachment-full size-full wp-image-9714\" alt=\"Development Resources\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources.jpg 1137w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-300x178.jpg 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-1024x606.jpg 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-768x455.jpg 768w\" sizes=\"(max-width: 1137px) 100vw, 1137px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 2\u3002<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dac6164 elementor-widget elementor-widget-image\" data-id=\"dac6164\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Deployment Tool\" data-elementor-lightbox-description=\"Deployment Tool\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTcxNiwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvZGV2ZWxvcG1lbnQtcmVzb3VyY2VzLWZpZy5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1154\" height=\"531\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig.png\" class=\"attachment-full size-full wp-image-9716\" alt=\"Deployment Tool\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig.png 1154w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig-300x138.png 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig-1024x471.png 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-resources-fig-768x353.png 768w\" sizes=\"(max-width: 1154px) 100vw, 1154px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 3\u3002<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74ac8c5a elementor-widget elementor-widget-heading\" data-id=\"74ac8c5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u4f7f\u7528\u6211\u4eec\u7684 Solution UI \u96c6\u6210 AI\/ML \u5f00\u53d1\u751f\u547d\u5468\u671f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44303124 elementor-widget elementor-widget-text-editor\" data-id=\"44303124\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u56fe 4 \u663e\u793a\u4e86\u6211\u4eec\u7684 Solution UI \u5982\u4f55\u4e0e\u6574\u4e2a AI\/ML \u6a21\u5757\u5f00\u53d1\u751f\u547d\u5468\u671f\u76f8\u96c6\u6210\u3002 \u6676\u5706\u5382\u53ef\u4ee5\u4f7f\u7528\u6211\u4eec\u7684 Solution UI \u6765\u914d\u7f6e\u53c2\u6570\u3001\u67e5\u770b\u8bc4\u4f30\u5206\u6790\uff0c\u5e76\u5728\u90e8\u7f72\u4e4b\u540e\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u3002 \u6b64\u5916\uff0c\u6676\u5706\u5382\u8fd8\u80fd\u591f\u4e86\u89e3\u4e0b\u4e00\u6b65\u8981\u6267\u884c\u7684\u7279\u5b9a\u4efb\u52a1\uff0c\u5e76\u68c0\u67e5\u591a\u4e2a\u5206\u6790\u4fe1\u606f\u6570\u636e\u6765\u8bc6\u522b\u6f5c\u5728\u7684\u95ee\u9898\u3002\u751f\u547d \u5468\u671f\u4e2d\u7684\u6bcf\u4e00\u6b65\u9aa4\u90fd\u80fd\u9ad8\u6548\u96c6\u6210\uff0c\u5e76\u4e3a\u6bcf\u4e00\u6b65\u9aa4\u63d0\u4f9b\u5b9d\u8d35\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u52a0\u901f\u6574\u4e2a\u5f00\u53d1\u6d41\u7a0b\u3002<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d83dced elementor-widget elementor-widget-image\" data-id=\"6d83dced\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Development Lifecycle Solution UI\" data-elementor-lightbox-description=\"Development Lifecycle Solution UI\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6OTcyMiwidXJsIjoiaHR0cHM6XC9cL2FwcGxpZWRzbWFydGZhY3RvcnkuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wM1wvZGV2ZWxvcG1lbnQtbGlmZWN5Y2xlLXNvbHV0aW9uLXVpLmpwZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1137\" height=\"673\" src=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui.jpg\" class=\"attachment-full size-full wp-image-9722\" alt=\"Development Lifecycle Solution UI\" srcset=\"https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui.jpg 1137w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui-300x178.jpg 300w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui-1024x606.jpg 1024w, https:\/\/appliedsmartfactory.com\/wp-content\/uploads\/2022\/03\/development-lifecycle-solution-ui-768x455.jpg 768w\" sizes=\"(max-width: 1137px) 100vw, 1137px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u56fe 4\u3002<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u501f\u52a9\u6211\u4eec\u7684 SmartFactory \u9ad8\u6548\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\uff08AI\/ML\uff09\u5e73\u53f0\uff0c\u4f53\u9a8c\u901a\u8fc7\u96c6\u6210\u5316\u7684\u65b9\u5f0f\u5bf9\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\uff08AI\/ML\uff09\u6a21\u5757\u8fdb\u884c\u5f00\u53d1\u3002<\/p>\n","protected":false},"author":38,"featured_media":9708,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"semiconductor-blog-category":[305],"semiconductor-blog-tag":[191],"class_list":["post-13299","blog","type-blog","status-publish","has-post-thumbnail","hentry","semiconductor-blog-category-al-ml-zh-hans","semiconductor-blog-tag-semi-zh-hans"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/users\/38"}],"version-history":[{"count":0,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/blog\/13299\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media\/9708"}],"wp:attachment":[{"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=13299"}],"wp:term":[{"taxonomy":"semiconductor-blog-category","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-category?post=13299"},{"taxonomy":"semiconductor-blog-tag","embeddable":true,"href":"https:\/\/appliedsmartfactory.com\/zh-hans\/wp-json\/wp\/v2\/semiconductor-blog-tag?post=13299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}