{"id":21696,"date":"2026-10-12T10:45:19","date_gmt":"2026-10-12T02:45:19","guid":{"rendered":"https:\/\/92it.top\/?p=21696"},"modified":"2026-10-12T10:45:19","modified_gmt":"2026-10-12T02:45:19","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-%e7%bc%93%e5%ad%98%e5%91%bd%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=21696","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014 \u7f13\u5b58\u547d\u4e2d"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5927\u5bb6\u7528 AI \u804a\u5929\u3001AI \u7ed8\u753b\u7684\u65f6\u5019\uff0c\u6709\u6ca1\u6709\u8fd9\u79cd\u611f\u89c9\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6709\u65f6\u5019\u95ee\u4e00\u4e2a\u95ee\u9898\uff0cAI \u55d6\u4e00\u4e0b\u5c31\u7b54\u4e86\uff0c\u5feb\u5f97\u50cf\u95ea\u7535\uff1b<\/li>\n\n\n\n<li>\u6709\u65f6\u5019\u540c\u6837\u95ee\u95ee\u9898\uff0c\u5b83\u542d\u54e7\u534a\u5929\uff0c\u8ba9\u4f60\u7b49\u5230\u82b1\u513f\u90fd\u8c22\u4e86\u3002\u6216\u8005\u514d\u8d39\u989d\u5ea6\u7528\u5f97\u7279\u522b\u5feb\uff0c\u6ca1\u804a\u51e0\u53e5\u8d26\u5355\u7206\u4e86\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u80cc\u540e\u662f\u548b\u56de\u4e8b\uff1f\u662f AI \u5fc3\u60c5\u4e0d\u597d\u6545\u610f\u78e8\u6d0b\u5de5\uff1f\u8fd8\u662f\u7f51\u901f\u95ee\u9898\uff1f\u5176\u5b9e\u90fd\u4e0d\u662f\u3002\u5f88\u53ef\u80fd\u8ddf\u4e00\u4e2a\u6982\u5ff5\u6709\u5173 \u2014\u2014 \u7f13\u5b58\uff08Cache\uff09\uff0c\u4ee5\u53ca\u7f13\u5b58\u547d\u4e2d\uff08Cache Hit\uff09\u3002<\/p>\n\n\n\n<p>\u54b1\u4eec\u518d\u6765\u770b\u770b deepseek-v4-pro \u7684 token \u552e\u4ef7\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"948\" height=\"378\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1.png\" alt=\"\" class=\"wp-image-21697\" style=\"width:444px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1.png 948w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-300x120.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-768x306.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-830x331.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-230x92.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-350x140.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-1-480x191.png 480w\" sizes=\"(max-width: 948px) 100vw, 948px\" \/><\/figure><\/div>\n\n\n<p>\u4e3a\u5565\u7f13\u5b58\u547d\u4e2d\u548c\u672a\u547d\u4e2d\u4ef7\u683c\u5dee\u4e86 50 \u500d\u4e4b\u591a\uff1f\u7f13\u5b58\u5230\u5e95\u662f\u4ec0\u4e48\u4e1c\u897f\uff1f\u4eca\u5929\u54b1\u6765\u804a\u804a\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001\u5565\u662f\u7f13\u5b58\u548c\u7f13\u5b58\u547d\u4e2d\uff1f \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u8981\u7406\u89e3\u7f13\u5b58\uff0c\u54b1\u4eec\u5148\u5fd8\u6389 AI\uff0c\u5fd8\u6389\u4ee3\u7801\uff0c\u770b\u4e2a\u65e5\u5e38\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u4f60\u516c\u53f8\u697c\u4e0b\u6709\u5bb6\u5e38\u53bb\u7684\u5496\u5561\u5e97\uff0c\u5496\u5561\u5e08\u53eb\u963f\u5f3a\uff0c\u8bb0\u6027\u8d85\u597d\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e00\u5929<\/strong>\uff0c\u4f60\u8fdb\u5e97\u8bf4 &#8220;\u5927\u676f\u51b0\u7f8e\u5f0f\uff0c\u4e0d\u52a0\u7cd6&#8221;\u3002\u963f\u5f3a\u4e0d\u8ba4\u8bc6\u4f60\uff0c\u5728 POS \u673a\u4e0a\u4e00\u6b65\u6b65\u64cd\u4f5c\uff1a\u9009\u996e\u54c1 \u2192 \u9009\u676f\u578b \u2192 \u9009\u51b0\u91cf \u2192 \u9009\u751c\u5ea6 \u2192 \u4e0b\u5355\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u5927\u6982 30 \u79d2\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e8c\u5929<\/strong>\uff0c\u4f60\u53c8\u53bb\u4e86\uff0c\u8bf4\u540c\u6837\u7684\u8bdd\u3002\u963f\u5f3a\u6709\u70b9\u5370\u8c61\uff0c\u4f46\u4e0d\u592a\u786e\u5b9a\uff0c\u53c8\u5728 POS \u673a\u4e0a\u64cd\u4f5c\u4e86\u4e00\u904d\u3002<\/li>\n\n\n\n<li><strong>\u8fde\u7eed\u4e00\u5468\u540e<\/strong>\uff0c\u4f60\u6210\u4e86\u719f\u5ba2\u3002\u63a8\u95e8\u8fdb\u6765\uff0c\u963f\u5f3a\u4e0d\u7b49\u4f60\u5f00\u53e3\u5c31\u5f00\u59cb\u505a\u90a3\u676f &#8220;\u5927\u676f\u51b0\u7f8e\u5f0f\uff0c\u4e0d\u52a0\u7cd6&#8221;\uff0c\u540c\u65f6\u6253\u62db\u547c\uff1a&#8221;\u4eca\u5929\u4e5f\u8fd9\u4e48\u65e9\u554a\uff01\u8001\u6837\u5b50\uff1f&#8221; \u4f60\u70b9\u5934\uff0c\u626b\u7801\u4ed8\u6b3e\uff0c\u6574\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u53ea\u9700\u8981 10 \u79d2\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u91cd\u70b9\u6765\u4e86\uff1a<\/p>\n\n\n\n<ul>\n<li>\u963f\u5f3a\u7684\u5927\u8111\u5c31\u662f<strong>\u7f13\u5b58\uff08Cache\uff09<\/strong>\u2014\u2014 \u5c0f\u5bb9\u91cf\u4f46\u8bfb\u53d6\u901f\u5ea6\u6781\u5feb\u7684\u8bb0\u5fc6\u5b58\u50a8\u533a\u3002<\/li>\n\n\n\n<li>POS \u673a\u5c31\u662f<strong>\u4e3b\u5b58\u50a8\uff08Main Memory\uff09<\/strong>\u2014\u2014 \u8bb0\u5f55\u6240\u6709\u996e\u54c1\u914d\u65b9\uff0c\u529f\u80fd\u5168\u3001\u5bb9\u91cf\u5927\uff0c\u4f46\u64cd\u4f5c\u76f8\u5bf9\u6162\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u4f60\u8fdb\u5e97\uff0c\u963f\u5f3a\u76f4\u63a5\u4ece\u8111\u5b50\u91cc\u8c03\u51fa\u4f60\u7684\u8ba2\u5355\uff0c\u8fd9\u53eb<strong>\u7f13\u5b58\u547d\u4e2d\uff08Cache Hit\uff09<\/strong>\u3002\u4ece\u5feb\u901f\u7684\u5927\u8111\u7f13\u5b58\u91cc\u627e\u5230\u6570\u636e\uff0c\u6d41\u7a0b\u5c31\u5feb\u3002<\/p>\n\n\n\n<p>\u524d\u51e0\u5929\u963f\u5f3a\u8bb0\u4e0d\u4f4f\u4f60\uff0c\u5fc5\u987b\u53bb\u64cd\u4f5c\u6162\u7684 POS \u673a\u67e5\uff0c\u8fd9\u53eb<strong>\u7f13\u5b58\u672a\u547d\u4e2d\uff08Cache Miss\uff09<\/strong>\uff0c\u6216\u7f13\u5b58\u7a7f\u900f\u3002\u6ca1\u5728\u7f13\u5b58\u91cc\u627e\u5230\uff0c\u53ea\u80fd\u53bb\u8bbf\u95ee\u6162\u901f\u7684\u4e3b\u5b58\u50a8\uff0c\u6548\u7387\u5c31\u4f4e\u3002<\/p>\n\n\n\n<p><strong>\u7f13\u5b58\u7684\u6838\u5fc3\u601d\u60f3\uff1a\u628a\u6700\u5e38\u7528\u3001\u6700\u70ed\u95e8\u7684\u6570\u636e\u653e\u5728\u8bbf\u95ee\u6700\u5feb\u7684\u5730\u65b9\uff0c\u907f\u514d\u6bcf\u6b21\u90fd\u53bb\u8bbf\u95ee\u90a3\u4e2a\u5bb9\u91cf\u5927\u4f46\u901f\u5ea6\u6162\u7684\u4e3b\u4ed3\u5e93\u3002<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e2a\u601d\u60f3\u5728\u8ba1\u7b97\u673a\u4e16\u754c\u5230\u5904\u90fd\u5728\u7528\u3002\u624b\u673a App\u3001\u7535\u8111\u64cd\u4f5c\u7cfb\u7edf\u3001\u7f51\u7ad9\u670d\u52a1\u5668\uff0c\u90fd\u6709\u7f13\u5b58\u3002\u76ee\u7684\u5c31\u4e00\u4e2a\uff1a\u7528\u7a7a\u95f4\u6362\u65f6\u95f4\uff0c\u63d0\u5347\u6548\u7387\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"658\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-1024x658.png\" alt=\"\" class=\"wp-image-21699\" style=\"width:418px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-1024x658.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-300x193.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-768x493.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-1536x987.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-830x533.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-230x148.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-350x225.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3-480x308.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/10\/\u56fe\u7247-3.png 1908w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001AI \u4e3a\u4ec0\u4e48\u8981\u7528\u7f13\u5b58\uff1f \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u7406\u89e3\u4e86\u5496\u5561\u5e08\u7684\u4f8b\u5b50\uff0c\u56de\u5230 AI\u3002\u7f13\u5b58\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u4ec0\u4e48\u91cd\u8981\uff1f\u4e3b\u8981\u539f\u56e0\u4e24\u70b9\uff1a<\/p>\n\n\n\n<p><strong>\ud83d\udd391. AI \u7684 &#8220;\u4e3b\u5b58\u50a8&#8221; \u592a\u6162\u592a\u8d35<\/strong><\/p>\n\n\n\n<p>\u8ba9 GPT-5.1 \u8fd9\u6837\u7684\u5927\u6a21\u578b\u5b8c\u6574\u63a8\u7406\u4e00\u6b21\uff0c\u8c03\u52a8\u7684\u8ba1\u7b97\u8d44\u6e90\u662f\u6d77\u91cf\u7684 \u2014\u2014 \u6210\u5343\u4e0a\u4e07\u7684 GPU\uff0c\u5929\u6587\u6570\u5b57\u7ea7\u522b\u7684\u6570\u5b66\u8fd0\u7b97\uff0c\u624d\u80fd\u751f\u6210\u4f60\u770b\u5230\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u53ef\u4ee5\u7c7b\u6bd4\uff1a\u4e0d\u662f\u53bb POS \u673a\u70b9\u5355\uff0c\u800c\u662f\u53bb\u540e\u53a8\u4ece\u548c\u9762\u3001\u53d1\u9175\u3001\u70d8\u7119\u5f00\u59cb\uff0c\u4ece\u5934\u505a\u4e00\u4e2a\u9762\u5305\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u8017\u65f6\u4ece\u51e0\u79d2\u5230\u51e0\u5341\u79d2\uff0c\u800c\u4e14\u975e\u5e38\u8017\u7535\u3001\u8017\u8ba1\u7b97\u8d44\u6e90\u3002\u5728\u4e91\u670d\u52a1\u4e0a\uff0c\u6bcf\u4e00\u6b21\u8fd9\u6837\u7684\u5b8c\u6574\u8ba1\u7b97\u90fd\u5bf9\u5e94\u7740\u5b9e\u6253\u5b9e\u7684\u8d39\u7528\u3002\u5bf9\u63d0\u4f9b AI \u670d\u52a1\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u5c31\u662f\u767d\u82b1\u82b1\u7684\u94f6\u5b50\u5728\u70e7\u554a\u70e7\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392. \u7528\u6237\u7684\u5f88\u591a\u8bf7\u6c42\u662f\u91cd\u590d\u7684<\/strong><\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u4f01\u4e1a\u5ba2\u670d\u673a\u5668\u4eba\uff0c\u8fd8\u662f\u516c\u5f00\u641c\u7d22\u5f15\u64ce\uff0c\u7528\u6237\u63d0\u95ee\u5f80\u5f80\u6709\u5f88\u9ad8\u91cd\u590d\u6027\uff1a<\/p>\n\n\n\n<ul>\n<li>&#8220;\u5982\u4f55\u4fee\u6539\u5bc6\u7801\uff1f&#8221;<\/li>\n\n\n\n<li>&#8220;\u9000\u8d27\u653f\u7b56\u662f\u4ec0\u4e48\uff1f&#8221;<\/li>\n\n\n\n<li>&#8220;\u4eca\u5929\u5317\u4eac\u5929\u6c14\u600e\u4e48\u6837\uff1f&#8221;<\/li>\n\n\n\n<li>\u751a\u81f3 AI \u7ed8\u753b\u91cc\uff0c\u5f88\u591a\u4eba\u90fd\u4f1a\u7528 &#8220;masterpiece, best quality&#8221; \u8fd9\u7c7b\u9ad8\u9891\u8bcd\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u6ca1\u6709\u7f13\u5b58\uff0c\u6bcf\u4e00\u6b21\u91cd\u590d\u63d0\u95ee AI \u90fd\u8981\u628a\u90a3\u4e2a\u6602\u8d35\u53c8\u6f2b\u957f\u7684<strong>\u4ece\u5934\u505a\u9762\u5305<\/strong>\u8fc7\u7a0b\u518d\u8d70\u4e00\u904d\u3002\u8fd9\u4e0d\u4ec5\u8003\u9a8c\u7528\u6237\u8010\u5fc3\uff0c\u66f4\u6d88\u8017\u516c\u53f8\u94b1\u5305\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u4e3a AI \u7cfb\u7edf\u5f15\u5165\u7f13\u5b58\uff0c\u662f\u6240\u6709 AI \u670d\u52a1\u63d0\u4f9b\u5546\u7684\u5fc5\u7136\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u7f13\u5b58\u547d\u4e2d\uff0cAI \u53ef\u4ee5\u76f4\u63a5\u8df3\u8fc7\u6602\u8d35\u8ba1\u7b97\uff0c\u50cf\u90a3\u4e2a\u806a\u660e\u7684\u5496\u5561\u5e08\u4e00\u6837<strong>\u4ece\u8bb0\u5fc6\u91cc\u62ff\u51fa\u5df2\u7ecf\u51c6\u5907\u597d\u7684\u7b54\u6848<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u597d\u5904\u663e\u800c\u6613\u89c1\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li>\u5bf9\u7528\u6237\uff1a\u54cd\u5e94\u901f\u5ea6\u5feb\uff0c\u4f53\u9a8c\u597d\uff1b<\/li>\n\n\n\n<li>\u5bf9\u516c\u53f8\uff1a\u5927\u5e45\u964d\u4f4e GPU \u4f7f\u7528\u7387\uff0c\u8282\u7701\u7b97\u529b\u6210\u672c\u3002\u4e00\u4e2a\u9ad8\u547d\u4e2d\u7387\u7684\u7f13\u5b58\u7cfb\u7edf\uff0c\u4e00\u5e74\u80fd\u7701\u51e0\u767e\u4e07\u751a\u81f3\u4e0a\u5343\u4e07\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001AI \u7684\u82b1\u5f0f\u7f13\u5b58 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u7f13\u5b58\u7684\u5e94\u7528\u6bd4\u5496\u5561\u5e08\u8bb0\u8ba2\u5355\u590d\u6742\u5f97\u591a\uff0c\u53d1\u5c55\u51fa\u4e86\u5404\u79cd\u73a9\u6cd5\uff1a<\/p>\n\n\n\n<p><strong>\ud83d\udd391. \u5e38\u89c4\u7f13\u5b58\uff08Standard Cache\uff09<\/strong><\/p>\n\n\n\n<p>\u50cf\u5496\u5561\u5e08\u8bb0\u4f4f &#8220;\u5f20\u4e09\u559c\u6b22\u5927\u676f\u51b0\u7f8e\u5f0f&#8221;\u3002AI <strong>\u628a\u95ee\u9898\u539f\u6587\uff08Prompt\uff09\u4f5c\u4e3a Key\uff0c\u7b54\u6848\uff08Response\uff09\u4f5c\u4e3a Value<\/strong> \u5b58\u8fdb\u7f13\u5b58\u3002<\/p>\n\n\n\n<p>\u4e0b\u6b21\u6709\u5b8c\u5168\u76f8\u540c\u7684\u95ee\u9898\uff0c\u76f4\u63a5\u8fd4\u56de\u7f13\u5b58\u7b54\u6848\uff0c\u4e0d\u7528\u8c03\u7528\u6a21\u578b\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u5b9e\u73b0\u7b80\u5355\uff0c\u5bf9\u5b8c\u5168\u76f8\u540c\u7684\u8bf7\u6c42\u6548\u679c\u7acb\u7aff\u89c1\u5f71\uff1b<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u6b7b\u677f\u3002\u7528\u6237\u6539\u4e00\u4e2a\u5b57\uff0c\u6bd4\u5982 &#8220;\u5317\u4eac\u5929\u6c14\u5982\u4f55&#8221; 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\u548c &#8220;\u6211\u5fd8\u8bb0\u5bc6\u7801\u4e86\u600e\u4e48\u529e&#8221;\uff09\uff0c\u5c31\u8fd4\u56de\u5df2\u5b58\u7b54\u6848\uff1b<\/li>\n<\/ol>\n\n\n\n<p>\u8bed\u4e49\u7f13\u5b58\u8ba9 AI \u7684\u8bb0\u5fc6\u66f4\u806a\u660e\uff0c\u4e0d\u662f\u6b7b\u8bb0\u786c\u80cc\uff0c\u800c\u662f\u7406\u89e3\u95ee\u9898\u6838\u5fc3\u542b\u4e49\u3002\u7f13\u5b58\u547d\u4e2d\u7387\u5927\u5927\u63d0\u9ad8\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd393. 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