{"id":21400,"date":"2022-08-17T08:15:00","date_gmt":"2022-08-17T15:15:00","guid":{"rendered":"https:\/\/ambiq.com\/blog\/%e7%82%ba%e6%82%a8%e7%9a%84-ai-%e6%a8%a1%e5%9e%8b%e9%81%b8%e6%93%87%e6%9c%80%e4%bd%b3%e8%a8%98%e6%86%b6%e9%ab%94\/"},"modified":"2025-08-20T21:09:50","modified_gmt":"2025-08-21T04:09:50","slug":"choosing-the-best-memory-for-your-ai-model","status":"publish","type":"blog","link":"https:\/\/ambiq.com\/tw\/blog\/choosing-the-best-memory-for-your-ai-model\/","title":{"rendered":"\u70ba\u60a8\u7684 AI \u6a21\u578b\u9078\u64c7\u6700\u4f73\u8a18\u61b6\u9ad4"},"content":{"rendered":"\n<p>AI \u662f\u4e00\u500b\u975e\u5e38\u4f54\u7528\u8a18\u61b6\u9ad4\u7684\u61c9\u7528\u7a0b\u5f0f\u3002\u5e78\u904b\u7684\u662f\uff0cAmbiq \u7684 Apollo4 Plus \u6709\u591a\u7a2e\u5167\u5b58\u985e\u578b\u548c\u914d\u7f6e\u53ef\u4f9b\u9078\u64c7\u3002\u6c7a\u5b9a\u4f7f\u7528\u54ea\u7a2e\u8a18\u61b6\u9ad4\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u5b83\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u5be6\u9a57\u3002\u56e0\u6b64\uff0c\u6211\u5011\u9032\u884c\u4e86\u4e00\u4e9b\u5be6\u9a57\uff0c\u7d50\u679c\u4f9b\u60a8\u8003\u616e\u3002\u6b63\u5982\u60a8\u5c07\u5728\u4e0b\u9762\u770b\u5230\u7684\uff0c\u6709\u8a31\u591a\u4e0d\u932f\u7684\u9078\u9805\u53ef\u4ee5\u5e6b\u52a9\u6eff\u8db3\u60a8\u7684\u8a2d\u8a08\u8981\u6c42\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ai-uses-memory\" style=\"font-size:26px\"><strong>\u4eba\u5de5\u667a\u6167\u5982\u4f55\u4f7f\u7528\u8a18\u61b6\u9ad4<\/strong><\/h2>\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7531\u4e00\u7cfb\u5217\u5c64\u7d44\u6210\uff0c\u6bcf\u4e00\u5c64\u90fd\u5305\u542b\u8a31\u591a\u6240\u8b02\u7684\u300c\u795e\u7d93\u5143\u300d\u3002\u55ae\u7368\u800c\u8a00\uff0c\u9019\u4e9b\u795e\u7d93\u5143\u5f88\u7c21\u55ae\uff1a\u5b83\u5011\u63a5\u53d7\u4e00\u500b\u8f38\u5165\u503c\u4e26\u5c07\u5176\u4e58\u4ee5\u8207\u8a72\u7279\u5b9a\u795e\u7d93\u5143\u76f8\u95dc\u7684\u201c\u6b0a\u91cd\u201d\u3002\u5177\u6709\u6b0a\u91cd\u7684\u795e\u7d93\u5143\u7e7c\u7e8c\u5c0d\u7d44\u5408\u61c9\u7528\u201c\u6fc0\u6d3b\u51fd\u6578\u201d\uff0c\u7136\u5f8c\u5c07\u5176\u994b\u9001\u5230\u4e0b\u4e00\u5c64\u3002\u5c0d\u65bc\u8a13\u7df4\u6709\u7d20\u7684\u6a21\u578b\uff0c\u6b0a\u91cd\u662f\u975c\u614b\u7684\uff0c\u5b83\u5011\u6c38\u9060\u4e0d\u6703\u6539\u8b8a\u3002  <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"440\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2022\/07\/how-ai-uses-memory.jpg\" alt=\"AI &#x5982;&#x4F55;&#x4F7F;&#x7528;&#x8A18;&#x61B6;&#x9AD4;\" class=\"wp-image-6181\" style=\"width:1000px\" title=\"\" srcset=\"\/wp-content\/uploads\/2022\/07\/how-ai-uses-memory.jpg 1200w, \/wp-content\/uploads\/2022\/07\/how-ai-uses-memory-150x55.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<p>\u8aa0\u7136\uff0c\u9019\u7a2e\u63cf\u8ff0\u904e\u65bc\u7c21\u55ae\u5316\u4e86\u3002\u5118\u7ba1\u5982\u6b64\uff0c\u5b83\u78ba\u5be6\u8868\u660e\u4eba\u5de5\u667a\u6167\u6a21\u578b\u8a18\u61b6\u9ad4\u5229\u7528\u7387\u7531\u5169\u90e8\u5206\u7d44\u6210\uff1a\u975c\u614b\u90e8\u5206\u548c\u52d5\u614b\u90e8\u5206\u3002\u975c\u614b\u90e8\u5206\u4ee3\u8868\u6b0a\u91cd\u3002\u52d5\u614b\u90e8\u5206\u7531\u57fa\u65bc\u9019\u4e9b\u6b0a\u91cd\u6d41\u7d93\u795e\u7d93\u5143\u7684\u503c\u7d44\u6210\uff0c\u4e5f\u7a31\u70ba\u201c\u6fc0\u6d3b\u201d\u3002\u6211\u5011\u5c07\u5229\u7528\u9019\u4e9b\u4e8b\u5be6\u4f86\u63a2\u7d22\u5982\u4f55\u91dd\u5c0d Apollo4 Plus \u7684\u8a18\u61b6\u9ad4\u914d\u7f6e\u512a\u5316 AI \u6a21\u578b\u3002   <\/p>\n\n<p>\u9069\u7528\u65bc\u5fae\u63a7\u5236\u5668\u7684 TensorFlow<sup>1<\/sup> Lite \u662f\u4e00\u6b3e\u904b\u884c\u6642\u89e3\u8b6f\u5668\uff0c\u53ef\u900f\u904e AI \u6a21\u578b\u904b\u884c\u8cc7\u6599\uff0c\u5c0d\u6bcf\u6b21\u63a8\u8ad6\u57f7\u884c\u4e0a\u8ff0\u64cd\u4f5c\u6578\u767e\u842c\u6b21\u3002\u5fae\u63a7\u5236\u5668\u7684\u8a18\u61b6\u9ad4\u67b6\u69cb\u53cd\u6620\u4e86\u904b\u884c AI \u6a21\u578b\u6240\u9700\u7684\u6b0a\u91cd\u548c\u555f\u52d5\u8a18\u61b6\u9ad4\u985e\u578b\u3002\u6a21\u578b\u7684\u6b0a\u91cd \uff08\u5b9a\u7fa9\u70ba\u6a21\u578b\u5c64\u4e2d\u4f7f\u7528\u7684\u53c3\u6578 \uff08\u5305\u62ec\u53ef\u8a13\u7df4\u548c\u4e0d\u53ef\u8a13\u7df4\uff09 \uff09 \u5132\u5b58\u5728\u6a21\u578b\u9663\u5217 \uff08\u7528\u65bc\u5132\u5b58\u548c\u5206\u6790\u7684\u591a\u500b\u6a21\u578b\u7269\u4ef6\u7684\u96c6\u5408\uff09 \u4e2d\u3002\u6a21\u578b\u7684\u6fc0\u6d3b\u5b58\u5132\u5728\u6240\u8b02\u7684\u201cTensorFlow Arena\u201d\u4e2d\u3002\u6211\u5011\u53ef\u4ee5\u4f7f\u7528\u7de8\u8b6f\u5668\u6307\u4ee4\u4f86\u63a7\u5236\u7de8\u8b6f\u904e\u7a0b\u5c07\u9019\u4e9b\u8a18\u61b6\u9ad4\u7269\u4ef6\u653e\u7f6e\u5728\u4f55\u8655\u3002\u4f8b\u5982\uff0c\u9019\u662f\u6211\u5011\u5728 AmbiqSuite SDK \u4e2d\u63a7\u5236\u653e\u7f6e\u7684\u65b9\u5f0f\uff1a    <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"87\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2022\/07\/computer-code.jpg\" alt=\"&#x6A21;&#x578B;&#x555F;&#x7528;\" class=\"wp-image-6178\" style=\"width:1000px\" title=\"\" srcset=\"\/wp-content\/uploads\/2022\/07\/computer-code.jpg 1200w, \/wp-content\/uploads\/2022\/07\/computer-code-150x11.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\" style=\"font-size:26px\"><strong>\u963f\u6ce2\u7f85 4 \u865f Plus \u8a18\u61b6\u9ad4<\/strong><\/h2>\n\n<p>Apollo4 Plus SoC \u63d0\u4f9b\u4e09\u7a2e\u53ef\u7528\u65bc AI \u7684\u8a18\u61b6\u9ad4\uff1aMRAM\u3001\u7dca\u5bc6\u8026\u5408\u8a18\u61b6\u9ad4 \uff08TCM\uff09 \u548c SSRAM\u3002MRAM \u662f\u4e00\u7a2e\u9ad8\u6548\u7684\u975e\u6613\u5931\u6027\u5b58\u5132\u5668\uff0c\u4e3b\u8981\u7528\u65bc\u5b58\u5132\u975c\u614b\u503c\u3002TCM \u662f\u9ad8\u6027\u80fd\u8b80\/\u5beb\u5167\u5b58\uff0c\u9867\u540d\u601d\u7fa9\uff0c\u5b83\u8207 CPU \u7dca\u5bc6\u8026\u5408\u3002SSRAM \u662f\u8ddd\u96e2 CPU \u300c\u66f4\u9060\u300d\u7684\u901a\u7528\u8b80\/\u5beb\u8a18\u61b6\u9ad4\u3002\u5b58\u53d6\u9019\u4e9b\u8a18\u61b6\u9ad4\u4e2d\u7684\u6bcf\u4e00\u500b\u90fd\u6703\u5c0d\u529f\u7387\u548c\u6548\u80fd\u7522\u751f\u4e0d\u540c\u7684\u5f71\u97ff\u3002    <\/p>\n\n<h2 class=\"wp-block-heading\" style=\"font-size:26px\"><strong>\u5be6\u9a57<\/strong><\/h2>\n\n<p>\u773e\u6240\u5468\u77e5\uff0cTensorFlow \u7684\u6548\u80fd\u5f88\u96e3\u9810\u6e2c\u3002\u56e0\u6b64\uff0c\u9032\u884c\u5be6\u9a57\u662f\u4e00\u7a2e\u66f4\u7c21\u55ae\u7684\u65b9\u6cd5\u3002\u5728\u6211\u5011\u7684\u5be6\u9a57\u4e2d\uff0c\u6211\u5011\u904b\u884c\u4e86 MLPerf<sup>2<\/sup> Tiny Inference \u7684\u95dc\u9375\u5b57\u767c\u73fe \uff08KWS\uff09 \u57fa\u6e96\u6e2c\u8a66\u3002\u6211\u5011\u5229\u7528\u57fa\u6e96\u6e2c\u8a66\u7684\u8907\u96dc\u7cfb\u7d71\u4f86\u6e2c\u91cf\u6548\u80fd\u548c\u529f\u8017\uff0c\u4ee5\u7d93\u9a57\u78ba\u5b9a\u5404\u7a2e\u8a18\u61b6\u9ad4\u5206\u914d\u65b9\u6cd5\u7684\u5f71\u97ff\u3002\u5177\u9ad4\u4f86\u8aaa\uff0c\u6211\u5011\u5617\u8a66\u4e86\u4ee5\u4e0b\u914d\u7f6e\uff1a    <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"348\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2022\/07\/weights-stored-in.jpg\" alt=\"&#x8868;&#x683C;&#x4E2D;&#x5132;&#x5B58;&#x7684;&#x6B0A;&#x91CD;\" class=\"wp-image-6179\" style=\"width:1000px\" title=\"\" srcset=\"\/wp-content\/uploads\/2022\/07\/weights-stored-in.jpg 1200w, \/wp-content\/uploads\/2022\/07\/weights-stored-in-150x44.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u5e7e\u500b\u8981\u9ede\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u6211\u5011\u5f9e\u4e0d\u5c07\u6fc0\u6d3b\u5b58\u5132\u5728 MRAM \u4e2d\uff0c\u56e0\u70ba\u6fc0\u6d3b\u662f\u52d5\u614b\u7684\uff0c\u800c MRAM \u559c\u6b61\u975c\u614b\u7684<\/li>\n\n\n\n<li>\u6211\u5011\u95dc\u9589\u4efb\u4f55\u4e0d\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-results\" style=\"font-size:26px\"><strong>\u7d50\u679c<\/strong><\/h2>\n\n<p>\u4e0b\u5716\u986f\u793a\u4e86\u6bcf\u500b\u5be6\u9a57\u7684\u6e2c\u91cf\u7d50\u679c\uff0c\u76f8\u5c0d\u65bc\u6211\u5011\u9078\u64c7\u7684 TCM \u4e2d\u904b\u884c\u7684\u6240\u6709\u9805\u76ee\u7684\u57fa\u7dda\u3002\u6211\u5011\u4f7f\u7528\u8ef8\u5c3a\u5ea6\u4f86\u8a87\u5927\u5be6\u9a57\u4e4b\u9593\u7684\u5dee\u7570\u3002\u5be6\u969b\u4e0a\uff0c\u9019\u4e9b\u7d44\u5408\u4e2d\u7684\u4efb\u4f55\u4e00\u7a2e\u90fd\u975e\u5e38\u9069\u5408\u5728\u7269\u806f\u7db2\u908a\u7de3\u8a2d\u5099\u4e0a\u904b\u884c\u95dc\u9375\u5b57\u767c\u73fe\u3002  <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"685\" src=\"https:\/\/ambiq.com\/wp-content\/uploads\/2022\/07\/relative-performance-and-energy-utilization-of-experiments.jpg\" alt=\"&#x5BE6;&#x9A57;&#x7684;&#x76F8;&#x5C0D;&#x6027;&#x80FD;&#x548C;&#x80FD;&#x6E90;&#x5229;&#x7528;\" class=\"wp-image-6180\" style=\"width:1000px\" title=\"\" srcset=\"\/wp-content\/uploads\/2022\/07\/relative-performance-and-energy-utilization-of-experiments.jpg 1200w, \/wp-content\/uploads\/2022\/07\/relative-performance-and-energy-utilization-of-experiments-150x86.jpg 150w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n<\/div>\n<p>\u6211\u5011\u53ef\u4ee5\u770b\u5230\uff0cMRAM\u8207TCM\u6216SSRAM\u7d50\u5408\u4f7f\u7528\u6642\uff0c\u53ef\u63d0\u4f9b\u51fa\u8272\u7684\u6027\u80fd\u548c\u80fd\u6e90\u6548\u7387\u3002<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusions\" style=\"font-size:26px\"><strong>\u767c\u73fe<\/strong><\/h2>\n\n<p>\u4eba\u5de5\u667a\u6167\u9700\u8981\u5927\u91cf\u7684\u975c\u614b\u548c\u52d5\u614b\u8a18\u61b6\u9ad4\u3002\u7136\u800c\uff0c\u5728\u73fe\u5be6\u751f\u6d3b\u4e2d\u7684\u61c9\u7528\u4e2d\uff0c\u4eba\u5de5\u667a\u6167\u5fc5\u9808\u8207\u5176\u4ed6\u61c9\u7528\u7a0b\u5f0f\u5171\u4eab\u8a18\u61b6\u9ad4\u3002Apollo4 Plus \u5728\u5167\u5b58\u985e\u578b\u548c\u5167\u5b58\u914d\u7f6e\u65b9\u9762\u70ba AI \u958b\u767c\u4eba\u54e1\u63d0\u4f9b\u4e86\u8a31\u591a\u9078\u64c7\u3002\u5728\u4e0a\u8ff0\u9ad4\u9a57\u4e2d\uff0c\u5e0c\u671b\u63d0\u4f9b\u6700\u512a\u5316\u6027\u80fd\u548c\u80fd\u6e90\u6548\u7387\u7684\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u5728 Apollo4 \u7684\u5927\u5bb9\u91cf 2MB MRAM \u4e2d\u52a0\u6b0a\uff0c\u4e26\u5728 TCM \u4e2d\u6fc0\u6d3b\uff0c\u800c\u4e0d\u6703\u7522\u751f\u5f88\u5c0f\u7684\u5f71\u97ff\u3002\u7136\u800c\uff0c\u7121\u8ad6\u958b\u767c\u4eba\u54e1\u9078\u64c7\u54ea\u7a2e\u914d\u7f6e\uff0c <a href=\"https:\/\/ambiq.com\/spot\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6211\u5011\u652f\u63f4 SPOT \u7684\u5e73\u53f0<\/a><sup>3<\/sup> \u90fd\u5c07\u59cb\u7d42\u5982\u4e00\u5730\u53ef\u9760\u5730\u63d0\u4f9b\u5353\u8d8a\u7684\u6548\u80fd\u548c\u51fa\u8272\u7684\u80fd\u6548\u3002      <\/p>\n\n<p><\/p>\n\n<p class=\"has-small-font-size\"><sup>1<\/sup> TensorFlow\u3001TensorFlow \u6a19\u8a8c\u548c\u4efb\u4f55\u76f8\u95dc\u6a19\u8a8c\u5747\u70ba Google Inc. \u7684\u5546\u6a19\u3002  <\/p>\n\n<p class=\"has-small-font-size\"><sup>2<\/sup> MLPerf \u662f\u4e00\u500b\u7531\u4f86\u81ea\u5b78\u8853\u754c\u3001\u7814\u7a76\u5be6\u9a57\u5ba4\u548c\u5de5\u696d\u754c\u7684\u4eba\u5de5\u667a\u6167\u9818\u5c0e\u8005\u7d44\u6210\u7684\u806f\u76df\uff0c\u5176\u4f7f\u547d\u662f\u300c\u5efa\u7acb\u516c\u5e73\u4e14\u6709\u7528\u7684\u57fa\u6e96\u300d\uff0c\u70ba\u786c\u9ad4\u3001\u8edf\u9ad4\u548c\u670d\u52d9\u7684\u8a13\u7df4\u548c\u63a8\u7406\u6548\u80fd\u63d0\u4f9b\u516c\u6b63\u7684\u8a55\u4f30\u2014\u2014\u6240\u6709\u9019\u4e9b\u90fd\u5728\u898f\u5b9a\u7684\u689d\u4ef6\u4e0b\u9032\u884c\u3002 <a href=\"https:\/\/mlcommons.org\/en\/policies\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">https:\/\/mlcommons.org\/en\/policies\/ <\/a> <\/p>\n\n<p class=\"has-small-font-size\"><sup>3<\/sup> <a href=\"https:\/\/www.ambiq.com\/spot\" target=\"_blank\" rel=\"noreferrer noopener\">SPOT\uff0c\u00ae\u5373\u4e9e\u95be\u503c\u529f\u8017\u512a\u5316\u6280\u8853<\/a>\uff0c\u662f Ambiq\u00ae \u7684\u5c08\u6709\u6280\u8853\u5e73\u53f0\u3002\u5b83\u900f\u904e\u63d0\u4f9b\u5e02\u5834\u4e0a\u4e16\u754c\u4e0a\u6700\u7bc0\u80fd\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u5fb9\u5e95\u6539\u8b8a\u4e86\u908a\u7de3\u4eba\u5de5\u667a\u6167\u7684\u53ef\u80fd\u6027\u3002 <\/p>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u662f\u4e00\u500b\u975e\u5e38\u4f54\u7528\u8a18\u61b6\u9ad4\u7684\u61c9\u7528\u7a0b\u5f0f\u3002\u5e78\u904b\u7684\u662f\uff0cAmbiq \u7684 Apollo4 Plus \u6709\u591a\u7a2e\u5167\u5b58\u985e\u578b\u548c\u914d\u7f6e\u53ef\u4f9b\u9078\u64c7\u3002\u6c7a\u5b9a\u4f7f\u7528\u54ea\u7a2e\u8a18\u61b6\u9ad4\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u5b83\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u5be6\u9a57\u3002\u56e0\u6b64\uff0c\u6211\u5011\u9032\u884c\u4e86\u4e00\u4e9b\u5be6\u9a57\uff0c\u7d50\u679c\u4f9b\u60a8\u8003\u616e\u3002\u6b63\u5982\u60a8\u5c07\u5728\u4e0b\u9762\u770b\u5230\u7684\uff0c\u6709\u8a31\u591a\u4e0d\u932f\u7684\u9078\u9805\u53ef\u4ee5\u5e6b\u52a9\u6eff\u8db3\u60a8\u7684\u8a2d\u8a08\u8981\u6c42\u3002 \u4eba\u5de5\u667a\u6167\u5982\u4f55\u4f7f\u7528\u8a18\u61b6\u9ad4 \u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7531\u4e00\u7cfb\u5217\u5c64\u7d44\u6210\uff0c\u6bcf\u4e00\u5c64\u90fd\u5305\u542b\u8a31\u591a\u6240\u8b02\u7684\u300c\u795e\u7d93\u5143\u300d\u3002\u55ae\u7368\u800c\u8a00\uff0c\u9019\u4e9b\u795e\u7d93\u5143\u5f88\u7c21\u55ae\uff1a\u5b83\u5011\u63a5\u53d7\u4e00\u500b\u8f38\u5165\u503c\u4e26\u5c07\u5176\u4e58\u4ee5\u8207\u8a72\u7279\u5b9a\u795e\u7d93\u5143\u76f8\u95dc\u7684\u201c\u6b0a\u91cd\u201d\u3002\u5177\u6709\u6b0a\u91cd\u7684\u795e\u7d93\u5143\u7e7c\u7e8c\u5c0d\u7d44\u5408\u61c9\u7528\u201c\u6fc0\u6d3b\u51fd\u6578\u201d\uff0c\u7136\u5f8c\u5c07\u5176\u994b\u9001\u5230\u4e0b\u4e00\u5c64\u3002\u5c0d\u65bc\u8a13\u7df4\u6709\u7d20\u7684\u6a21\u578b\uff0c\u6b0a\u91cd\u662f\u975c\u614b\u7684\uff0c\u5b83\u5011\u6c38\u9060\u4e0d\u6703\u6539\u8b8a\u3002 \u8aa0\u7136\uff0c\u9019\u7a2e\u63cf\u8ff0\u904e\u65bc\u7c21\u55ae\u5316\u4e86\u3002\u5118\u7ba1\u5982\u6b64\uff0c\u5b83\u78ba\u5be6\u8868\u660e\u4eba\u5de5\u667a\u6167\u6a21\u578b\u8a18\u61b6\u9ad4\u5229\u7528\u7387\u7531\u5169\u90e8\u5206\u7d44\u6210\uff1a\u975c\u614b\u90e8\u5206\u548c\u52d5\u614b\u90e8\u5206\u3002\u975c\u614b\u90e8\u5206\u4ee3\u8868\u6b0a\u91cd\u3002\u52d5\u614b\u90e8\u5206\u7531\u57fa\u65bc\u9019\u4e9b\u6b0a\u91cd\u6d41\u7d93\u795e\u7d93\u5143\u7684\u503c\u7d44\u6210\uff0c\u4e5f\u7a31\u70ba\u201c\u6fc0\u6d3b\u201d\u3002\u6211\u5011\u5c07\u5229\u7528\u9019\u4e9b\u4e8b\u5be6\u4f86\u63a2\u7d22\u5982\u4f55\u91dd\u5c0d Apollo4<\/p>\n","protected":false},"author":21,"featured_media":15426,"template":"","blog-category":[],"blog-tag":[3562,3565,3443,3444,3482],"class_list":["post-21400","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-tag-3562","blog-tag-3565","blog-tag-3443","blog-tag-3444","blog-tag-3482"],"acf":[],"_links":{"self":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog\/21400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/users\/21"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media\/15426"}],"wp:attachment":[{"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/media?parent=21400"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-category?post=21400"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/ambiq.com\/tw\/wp-json\/wp\/v2\/blog-tag?post=21400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}