{"id":7695,"date":"2024-10-27T03:16:31","date_gmt":"2024-10-26T19:16:31","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7695"},"modified":"2024-10-27T03:17:13","modified_gmt":"2024-10-26T19:17:13","slug":"shengjibanclaude-35","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/shengjibanclaude-35\/","title":{"rendered":"\u5347\u7ea7\u7248Claude 3.5 Sonnet\u4e2d\u6587\u57fa\u51c6\u6d4b\u8bc4\u51fa\u7089\uff01\u4ee3\u7801\u80fd\u529b\u8d85GPT-4o\uff0c\u9ad8\u9636\u63a8\u7406\u4e0d\u53cao1"},"content":{"rendered":"<p>\u672c\u6d4b\u8bc4\u7ed3\u679c\u4ec5\u7528\u4e8e\u5b66\u672f\u7814\u7a76\u3002<\/p>\n<p>10\u670822\u65e5\uff0cAnthropic\u6b63\u5f0f\u63a8\u51fa\u5347\u7ea7\u7248\u7684\u5927\u6a21\u578bClaude 3.5 Sonnet\u4ee5\u53ca\u65b0\u6a21\u578bClaude 3.5 Haiku\u3002<\/p>\n<div id=\"attachment_7554\" style=\"width: 712px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-7554\" class=\" wp-image-7554\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2.jpg\" alt=\"Claude\" width=\"702\" height=\"395\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2.jpg 2880w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2-300x169.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2-1024x576.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2-768x432.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2-1536x864.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b50699c7cde0dc2-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 702px) 100vw, 702px\" \/><p id=\"caption-attachment-7554\" class=\"wp-caption-text\"><a href=\"https:\/\/www.kdjingpai.com\/ja\/claudeanquanfubai\/\">Claude<\/a><\/p><\/div>\n<p>&nbsp;<\/p>\n<p>\u636eAnthropic\u5b98\u65b9\u4ecb\u7ecd\uff0cClaude 3.5 Sonnet\u5728\u5404\u9879\u80fd\u529b\u4e0a\u5168\u9762\u8d85\u8d8a\u524d\u7248\u672c\uff0c\u7279\u522b\u662f\u5728\u667a\u80fd\u4f53\u7f16\u7801\u548c\u5de5\u5177\u4f7f\u7528\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u663e\u8457\u63d0\u5347\u3002<strong>\u5728SWE-bench Verified\u4e0a\uff0c\u5176\u7f16\u7801\u6027\u80fd\u4ece33.4%\u63d0\u9ad8\u81f349.0%\uff0c\u8d85\u8d8a\u4e86\u5305\u62ec OpenAI o1-preview \u5728\u5185\u7684\u6240\u6709\u516c\u5f00\u6a21\u578b\u3002<\/strong><\/p>\n<p>Anthropic\u540c\u65f6\u63a8\u51fa\u4e00\u9879\u7a81\u7834\u6027\u7684\u65b0\u529f\u80fd\uff1a\u8ba1\u7b97\u673a\u4f7f\u7528\u3002\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u901a\u8fc7 API\u63a7\u5236 Claude \u4ee5\u4eba\u7c7b\u7684\u65b9\u5f0f\u4f7f\u7528\u8ba1\u7b97\u673a\uff0c\u4f46\u8be5\u529f\u80fd\u76ee\u524d\u8fd8\u5904\u4e8e\u5b9e\u9a8c\u9636\u6bb5\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-7553\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3.jpg\" alt=\"\" width=\"853\" height=\"634\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3.jpg 2601w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3-300x223.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3-1024x761.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3-768x570.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3-1536x1141.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/589ff0ba51474b3-2048x1521.jpg 2048w\" sizes=\"auto, (max-width: 853px) 100vw, 853px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u9488\u5bf9\u516c\u4f17\u5173\u6ce8\u7684Claude 3.5 Sonnet\u5347\u7ea7\u7248\uff0c\u5728\u4e2d\u6587\u573a\u666f\u4e0b\u7684\u63a8\u7406\u548c\u4ee3\u7801\u7684\u6027\u80fd\u95ee\u9898\uff0c\u4e13\u4e1a\u7b2c\u4e09\u65b9\u6d4b\u8bc4\u673a\u6784SuperCLUE\u5bf9Claude 3.5 Sonnet\u5347\u7ea7\u7248\u8fdb\u884c\u4e86\u6df1\u5165\u8bc4\u4f30\u3002<\/p>\n<p><strong>\u6d4b\u8bc4\u73af\u5883<\/strong><\/p>\n<p>\u53c2\u8003\u6807\u51c6\uff1aSuperCLUE-Reasoning\u4e2d\u6587\u9ad8\u9636\u63a8\u7406\u6d4b\u8bc4\u57fa\u51c6\u3001SuperCLUE-Code3\u4e2d\u6587\u4ee3\u7801\u6d4b\u8bc4\u57fa\u51c6\u3002<\/p>\n<p><strong>\u8bc4\u6d4b\u6a21\u578b<\/strong>\u00a0\uff1aClaude 3.5 Sonnet\uff081022\uff0cPOE\u6700\u65b0\u6a21\u578b\u5feb\u7167\uff09<\/p>\n<p><strong>\u6a21\u578bGenerationConfig\u914d\u7f6e\uff1a<\/strong><\/p>\n<ul>\n<li>\u53c2\u8003Claude\u8be6\u7ec6\u8bf4\u660e\u6587\u6863\uff1ahttps:\/\/www.anthropic.com\/news\/3-5-models-and-computer-use<\/li>\n<\/ul>\n<p><strong>\u8bc4\u6d4b\u96c6\uff1a<\/strong><\/p>\n<p>1.SuperCLUE-Reasoning\u4e2d\u6587\u590d\u6742\u4efb\u52a1\u9ad8\u9636\u63a8\u7406\u8bc4\u6d4b\u96c6\u3002\u5171302\u9053\u9898\uff0c\u5305\u62ec\u591a\u6b65\u63a8\u7406\u3001\u6570\u5b57\u63a8\u7406\u3001\u63a8\u7406\u8ba1\u7b97\u3001\u5e02\u573a\u5206\u6790\u548c\u6700\u4f18\u5316\u95ee\u9898\u4e94\u4e2a\u9ad8\u96be\u5ea6\u63a8\u7406\u4efb\u52a1\u3002<\/p>\n<p>2.SuperCLUE-Code3\u4e2d\u6587\u539f\u751f\u4ee3\u7801\u8bc4\u6d4b\u96c6\u3002HumanEval\u7684\u4e2d\u6587\u5347\u7ea7\u7248\uff0c\u5171195\u9053\u9898\uff0c\u5305\u62ec1560\u4e2a\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5206\u4e3a\u521d\u7ea7\u3001\u4e2d\u7ea7\u548c\u9ad8\u7ea7\u4e09\u7c7b\u96be\u5ea6\u7ea7\u522b\u3002<\/p>\n<p><strong>\u6d4b\u8bc4\u65b9\u6cd5<\/strong>\uff1a<\/p>\n<p>1.\u9ad8\u9636\u63a8\u7406\uff1a\u9488\u5bf9\u6bcf\u4e00\u9053\u63a8\u7406\u9898\u76ee\uff0c\u6211\u4eec\u63d0\u4f9b\u4eba\u5de5\u6821\u9a8c\u548c\u6838\u5bf9\u540e\u7684\u53c2\u8003\u7b54\u6848\u548c\u63a8\u7406\u8fc7\u7a0b\uff1b\u7136\u540e\u6839\u636e\u8bbe\u5b9a\u7684\u8bc4\u4f30\u6d41\u7a0b\u3001\u8bc4\u4ef7\u6807\u51c6\u548c\u6253\u5206\u89c4\u5219\uff081-5\u5206\uff09\uff0c\u88c1\u5224\u6a21\u578b\u5bf9\u5019\u9009\u6a21\u578b\u7684\u7b54\u6848\u8fdb\u884c\u8bc4\u4f30\u3002\u8bbe\u5b9a\u7684\u8bc4\u4ef7\u6807\u51c6\u5305\u62ec\uff1a\u7b26\u5408\u57fa\u672c\u8981\u6c42\u3001\u63a8\u7406\u51c6\u786e\u6027\u3001\u7ed3\u8bba\u5408\u7406\u6027\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7697\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034.png\" alt=\"-1\" width=\"399\" height=\"278\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034.png 1802w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034-300x209.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034-1024x713.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034-768x534.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/71701ca3061c034-1536x1069.png 1536w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>2.\u4ee3\u7801SC-Code3\uff1a\u901a\u8fc7\u529f\u80fd\u6027\u5355\u5143\u6d4b\u8bd5\uff0c\u4e13\u95e8\u8bbe\u8ba1\u6765\u8bc4\u4f30\u548c\u63d0\u5347\u4e2d\u6587\u5927\u6a21\u578b\u5728\u4ee3\u7801\u751f\u6210\u65b9\u9762\u7684\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n<p>SuperCLUE-Code3\uff1a\u4e2d\u6587\u539f\u751f\u7b49\u7ea7\u5316\u4ee3\u7801\u80fd\u529b\u6d4b\u8bc4\u57fa\u51c6<\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7698\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca.png\" alt=\"-1\" width=\"459\" height=\"587\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca.png 1366w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca-234x300.png 234w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca-800x1024.png 800w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca-768x983.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/757b670633d70ca-1200x1536.png 1200w\" sizes=\"auto, (max-width: 459px) 100vw, 459px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5148\u8bf4\u7ed3\u8bba<\/strong><\/p>\n<p><strong>\u7ed3\u8bba1\uff1a<\/strong>\u00a0Claude 3.5 Sonnet(1022)\u5728\u4e2d\u6587\u4ee3\u7801\u80fd\u529b\uff08SC-Code3\uff09\u4e0a\u8868\u73b0\u4e0d\u4fd7\uff0c\u00a0<strong>\u603b\u5206\u8fbe\u523084.85\u5206\uff0c\u8f83GPT-4o-0513\u9ad81.52\u5206<\/strong>\u00a0\uff0c\u8f83o1-preview\u4f4e4.54\u5206\u3002\u5176\u4e2d\uff0c\u5728\u9ad8\u7ea7\u4ee3\u7801\u4efb\u52a1\u4e0a\u8868\u73b0\u60ca\u8273\uff0c\u5f97\u520669.23\u5206\uff0c\u4e0eo1-preview\u6253\u5e73\u3002<\/p>\n<p><strong>\u7ed3\u8bba2\uff1a<\/strong>\u00a0Claude 3.5 Sonnet(1022)\u5728\u4e2d\u6587\u9ad8\u9636\u63a8\u7406\u4efb\u52a1\u4e0a\u53d6\u5f9774.54\u5206\uff0c\u00a0<strong>\u63a5\u8fd1ChatGPT-4o-latest\uff0c\u76f8\u8f83o1-preview\u8fd8\u6709\u8f83\u5927\u5dee\u8ddd\uff08-10.73\u5206\uff09<\/strong>\u00a0\u3002\u5176\u4e2d\uff0c\u591a\u6b65\u63a8\u7406\u80fd\u529b\u76f8\u5bf9\u7a81\u51fa\uff0c\u6709\u8d85\u8fc7ChatGPT-4o-latest\u7684\u8868\u73b0\u3002<\/p>\n<p>**\u7ed3\u8bba3\uff1a**\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u7248\u672cClaude 3.5 Sonnet(0621)\uff0c\u00a0<strong>Claude 3.5 Sonnet(1022)\u5728\u63a8\u7406\u4efb\u52a1\u4e2d\u63d0\u5347\u4e864.57\u5206<\/strong>\u00a0\uff0c\u5e76\u5728\u6570\u5b57\u63a8\u7406\u3001\u8ba1\u7b97\u63a8\u7406\u7b49\u4e8c\u7ea7\u4efb\u52a1\u4e2d\u6709\u663e\u8457\u8fdb\u6b65\u3002<\/p>\n<p><strong>\u6d4b\u8bc4\u7ed3\u679c<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7699\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a.png\" alt=\"-1\" width=\"458\" height=\"734\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a.png 1208w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a-187x300.png 187w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a-639x1024.png 639w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a-768x1231.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/b242e9319b0b16a-958x1536.png 958w\" sizes=\"auto, (max-width: 458px) 100vw, 458px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7700\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75.png\" alt=\"-1\" width=\"457\" height=\"726\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75.png 1188w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75-189x300.png 189w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75-644x1024.png 644w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75-768x1221.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/c4e8f07dd4e2a75-967x1536.png 967w\" sizes=\"auto, (max-width: 457px) 100vw, 457px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5bf9\u6bd4\u5206\u6790<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7701\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/9cb9f04731b9de2.png\" alt=\"-1\" width=\"526\" height=\"297\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/9cb9f04731b9de2.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/9cb9f04731b9de2-300x170.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/9cb9f04731b9de2-1024x579.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/9cb9f04731b9de2-768x434.png 768w\" sizes=\"auto, (max-width: 526px) 100vw, 526px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7702\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/fa58fc6045e2d6a.png\" alt=\"-1\" width=\"568\" height=\"321\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/fa58fc6045e2d6a.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/fa58fc6045e2d6a-300x170.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/fa58fc6045e2d6a-1024x579.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/fa58fc6045e2d6a-768x434.png 768w\" sizes=\"auto, (max-width: 568px) 100vw, 568px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7703\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/96c32e12e6874b9.png\" alt=\"-1\" width=\"541\" height=\"420\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/96c32e12e6874b9.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/96c32e12e6874b9-300x233.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/96c32e12e6874b9-1024x795.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/96c32e12e6874b9-768x596.png 768w\" sizes=\"auto, (max-width: 541px) 100vw, 541px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7704\" title=\"-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/790533f87b45815.png\" alt=\"-1\" width=\"562\" height=\"564\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/790533f87b45815.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/790533f87b45815-300x300.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/790533f87b45815-1021x1024.png 1021w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/790533f87b45815-768x770.png 768w\" sizes=\"auto, (max-width: 562px) 100vw, 562px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4ee3\u7801\u6d4b\u8bc4\u793a\u4f8b<\/strong><\/p>\n<p><strong>\u793a\u4f8b1<\/strong><\/p>\n<p>Prompt:<\/p>\n<pre><code class=\"hljs python\"><span class=\"hljs-keyword\">from<\/span> typing <span class=\"hljs-keyword\">import<\/span> <span class=\"hljs-type\">List<\/span>\r\n\r\n\r\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">longest_peak_sequence<\/span>(<span class=\"hljs-params\">nums: <span class=\"hljs-type\">List<\/span>[<span class=\"hljs-built_in\">int<\/span>]<\/span>) -&gt; <span class=\"hljs-built_in\">int<\/span>:<\/span>\r\n    <span class=\"hljs-string\">\"\"\"\r\n    \u5728\u4e00\u4e2a\u6574\u6570\u6570\u7ec4\u4e2d\u627e\u51fa\u6700\u957f\u7684\"\u5cf0\"\u5e8f\u5217\u7684\u957f\u5ea6\u3002\r\n    \u6240\u8c13\"\u5cf0\"\u5e8f\u5217\uff0c\u662f\u6307\u5148\u4e25\u683c\u9012\u589e\u7136\u540e\u4e25\u683c\u9012\u51cf\u7684\u5e8f\u5217\uff0c\u4e14\u5cf0\u9876\uff08\u5373\u6700\u5927\u503c\uff09\u552f\u4e00\u3002\r\n    \u81f3\u5c11\u5305\u62ec\u4e09\u4e2a\u6570\u4ee5\u4e0a\u624d\u80fd\u6784\u6210\u4e00\u4e2a\"\u5cf0\"\u5e8f\u5217\uff08\u5373\u5305\u542b\u9012\u589e\u548c\u9012\u51cf\u7684\u90e8\u5206\uff09\u3002\r\n\r\n    \u8fd4\u56de\u6570\u7ec4\u4e2d\u6700\u957f\"\u5cf0\"\u5e8f\u5217\u7684\u957f\u5ea6\u3002\u5982\u679c\u6ca1\u6709\"\u5cf0\"\u5e8f\u5217\uff0c\u5219\u8fd4\u56de0\u3002\r\n\r\n\r\n    \u793a\u4f8b:\r\n    &gt;&gt;&gt; longest_peak_sequence([2, 1, 4, 7, 3, 2, 5])\r\n    5  # \u6700\u957f\u7684\"\u5cf0\"\u5e8f\u5217\u662f [1, 4, 7, 3, 2]\r\n\r\n\r\n    &gt;&gt;&gt; longest_peak_sequence([5, 4, 3, 2, 1])\r\n    0  # \u4e0d\u5b58\u5728\"\u5cf0\"\u5e8f\u5217\uff0c\u56e0\u4e3a\u6ca1\u6709\u4e25\u683c\u9012\u589e\u7684\u90e8\u5206\r\n\r\n    \u63d0\u793a:\r\n    - \u6570\u7ec4 `nums` \u7684\u957f\u5ea6\u8303\u56f4\u4e3a [0, 10000]\u3002\r\n    - \u6570\u7ec4\u4e2d\u7684\u6bcf\u4e2a\u5143\u7d20\u8303\u56f4\u4e3a [-10000, 10000]\u3002\r\n    \"\"\"<\/span>\r\n<\/code><\/pre>\n<p>Claude 3.5 Sonnet\uff081022\uff09\u7b54\u6848:<\/p>\n<pre><code class=\"hljs solidity\"><span class=\"hljs-keyword\">from<\/span> typing <span class=\"hljs-keyword\">import<\/span> <span class=\"hljs-title\">List<\/span>\r\n\r\n\r\n<span class=\"hljs-title\">def<\/span> <span class=\"hljs-title\">longest_peak_sequence<\/span>(<span class=\"hljs-title\">nums<\/span>: <span class=\"hljs-title\">List<\/span>[<span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>]) <span class=\"hljs-operator\">-<\/span><span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>:\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">if<\/span><\/span> <span class=\"hljs-title\">len<\/span>(<span class=\"hljs-title\">nums<\/span>) <span class=\"hljs-operator\">&lt;<\/span> 3:\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> 0\r\n\r\n    <span class=\"hljs-title\">max_length<\/span> <span class=\"hljs-operator\">=<\/span> 0\r\n\r\n    # \u4ece\u7b2c\u4e8c\u4e2a\u5143\u7d20\u904d\u5386\u5230\u5012\u6570\u7b2c\u4e8c\u4e2a\u5143\u7d20\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">for<\/span><\/span> <span class=\"hljs-title\">i<\/span> <span class=\"hljs-title\">in<\/span> <span class=\"hljs-title\">range<\/span>(1, <span class=\"hljs-title\">len<\/span>(<span class=\"hljs-title\">nums<\/span>) <span class=\"hljs-operator\">-<\/span> 1):\r\n        # \u68c0\u67e5\u5f53\u524d\u4f4d\u7f6e\u662f\u5426\u662f\u5cf0\u9876\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">if<\/span><\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">i<\/span>] <span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">i<\/span><span class=\"hljs-operator\">-<\/span>1] <span class=\"hljs-title\">and<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">i<\/span>] <span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">i<\/span><span class=\"hljs-operator\">+<\/span>1]:\r\n            # \u627e\u5230\u4e00\u4e2a\u5cf0\u9876\uff0c\u5411\u4e24\u8fb9\u6269\u5c55\r\n            <span class=\"hljs-title\">left<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">i<\/span> <span class=\"hljs-operator\">-<\/span> 1\r\n            <span class=\"hljs-title\">right<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">i<\/span> <span class=\"hljs-operator\">+<\/span> 1\r\n\r\n            # \u5411\u5de6\u6269\u5c55\uff0c\u5bfb\u627e\u4e25\u683c\u9012\u589e\u5e8f\u5217\r\n            <span class=\"hljs-title\"><span class=\"hljs-keyword\">while<\/span><\/span> <span class=\"hljs-title\">left<\/span> <span class=\"hljs-operator\">&gt;<\/span> 0 <span class=\"hljs-title\">and<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">left<\/span><span class=\"hljs-operator\">-<\/span>1] <span class=\"hljs-operator\">&lt;<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">left<\/span>]:\r\n                <span class=\"hljs-title\">left<\/span> <span class=\"hljs-operator\">-<\/span><span class=\"hljs-operator\">=<\/span> 1\r\n\r\n            # \u5411\u53f3\u6269\u5c55\uff0c\u5bfb\u627e\u4e25\u683c\u9012\u51cf\u5e8f\u5217\r\n            <span class=\"hljs-title\"><span class=\"hljs-keyword\">while<\/span><\/span> <span class=\"hljs-title\">right<\/span> <span class=\"hljs-operator\">&lt;<\/span> <span class=\"hljs-title\">len<\/span>(<span class=\"hljs-title\">nums<\/span>) <span class=\"hljs-operator\">-<\/span> 1 <span class=\"hljs-title\">and<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">right<\/span><span class=\"hljs-operator\">+<\/span>1] <span class=\"hljs-operator\">&lt;<\/span> <span class=\"hljs-title\">nums<\/span>[<span class=\"hljs-title\">right<\/span>]:\r\n                <span class=\"hljs-title\">right<\/span> <span class=\"hljs-operator\">+<\/span><span class=\"hljs-operator\">=<\/span> 1\r\n\r\n            # \u66f4\u65b0\u6700\u957f\u5cf0\u5e8f\u5217\u957f\u5ea6\r\n            <span class=\"hljs-title\">current_length<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">right<\/span> <span class=\"hljs-operator\">-<\/span> <span class=\"hljs-title\">left<\/span> <span class=\"hljs-operator\">+<\/span> 1\r\n            <span class=\"hljs-title\">max_length<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">max<\/span>(<span class=\"hljs-title\">max_length<\/span>, <span class=\"hljs-title\">current_length<\/span>)\r\n\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> <span class=\"hljs-title\">max_length<\/span>\r\n<\/code><\/pre>\n<p>\u6d4b\u8bd5\u7528\u4f8b:<\/p>\n<pre><code class=\"hljs solidity\">def check(candidate):\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate( [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">0<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">0<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">7<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate( [<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">1<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">5<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">1<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">5<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">0<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">3<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">7<\/span>\r\n<\/code><\/pre>\n<p><strong>if_passed<\/strong>**(\u662f\u5426\u901a\u8fc7)\uff1a**<strong>\u901a\u8fc7\u3002<\/strong><\/p>\n<p><strong>\u793a\u4f8b2<\/strong><\/p>\n<p>Prompt:<\/p>\n<pre><code class=\"hljs python\"><span class=\"hljs-keyword\">from<\/span> typing <span class=\"hljs-keyword\">import<\/span> <span class=\"hljs-type\">List<\/span>\r\n\r\n\r\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">longest_increasing_path<\/span>(<span class=\"hljs-params\">matrix: <span class=\"hljs-type\">List<\/span>[<span class=\"hljs-type\">List<\/span>[<span class=\"hljs-built_in\">int<\/span>]]<\/span>) -&gt; <span class=\"hljs-built_in\">int<\/span>:<\/span>\r\n    <span class=\"hljs-string\">\"\"\"\r\n    \u7ed9\u5b9a\u4e00\u4e2a\u6574\u6570\u77e9\u9635\uff0c\u627e\u5230\u6700\u957f\u4e25\u683c\u9012\u589e\u8def\u5f84\u7684\u957f\u5ea6\u3002\r\n    \u8def\u5f84\u88ab\u5b9a\u4e49\u4e3a\u4ece\u77e9\u9635\u4e2d\u7684\u4efb\u610f\u5355\u5143\u683c\u5f00\u59cb\uff0c\u6bcf\u6b21\u53ef\u4ee5\u5411\u4e0a\u3001\u4e0b\u3001\u5de6\u3001\u53f3\u79fb\u52a8\u5230\u76f8\u90bb\u7684\u5355\u5143\u683c\u4e0a\uff0c\u5982\u679c\u9012\u589e\u7684\u8bdd\u3002\r\n    \u4f60\u4e0d\u80fd\u5728\u8def\u5f84\u4e2d\u79fb\u52a8\u5230\u77e9\u9635\u5916\u9762\uff0c\u4e5f\u4e0d\u80fd\u79fb\u52a8\u5230\u4e0d\u6ee1\u8db3\u9012\u589e\u6761\u4ef6\u7684\u5355\u5143\u683c\u4e0a\u3002\r\n    \u8def\u5f84\u7684\u957f\u5ea6\u662f\u8def\u5f84\u4e0a\u7684\u5355\u5143\u683c\u603b\u6570\u3002\r\n\r\n    \u793a\u4f8b:\r\n    &gt;&gt;&gt; longest_increasing_path([\r\n            [9, 9, 4],\r\n            [6, 6, 8],\r\n            [2, 1, 1]\r\n        ])\r\n    4  # \u6700\u957f\u9012\u589e\u8def\u5f84\u662f [1, 2, 6, 9]\r\n\r\n\r\n    &gt;&gt;&gt; longest_increasing_path([\r\n            [3, 4, 5],\r\n            [3, 2, 6],\r\n            [2, 2, 1]\r\n        ])\r\n    4  # \u6700\u957f\u9012\u589e\u8def\u5f84\u662f [3, 4, 5, 6]\u6216 [2, 4, 5, 6]\r\n\r\n\r\n    \u63d0\u793a:\r\n    - \u77e9\u9635 `matrix` \u7684\u7ef4\u5ea6\u4e3a m x n\u3002\r\n    - \u77e9\u9635 `matrix` \u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u975e\u8d1f\u6574\u6570\u3002\r\n\r\n\r\n    \"\"\"<\/span>\r\n<\/code><\/pre>\n<p>Claude 3.5 Sonnet\uff081022\uff09\u7b54\u6848:<\/p>\n<pre><code class=\"hljs solidity\"><span class=\"hljs-keyword\">from<\/span> typing <span class=\"hljs-keyword\">import<\/span> <span class=\"hljs-title\">List<\/span>\r\n\r\n\r\n<span class=\"hljs-title\">def<\/span> <span class=\"hljs-title\">longest_increasing_path<\/span>(<span class=\"hljs-title\">matrix<\/span>: <span class=\"hljs-title\">List<\/span>[<span class=\"hljs-title\">List<\/span>[<span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>]]) <span class=\"hljs-operator\">-<\/span><span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>:\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">if<\/span><\/span> <span class=\"hljs-title\">not<\/span> <span class=\"hljs-title\">matrix<\/span> <span class=\"hljs-title\">or<\/span> <span class=\"hljs-title\">not<\/span> <span class=\"hljs-title\">matrix<\/span>[0]:\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> 0\r\n\r\n    <span class=\"hljs-title\">m<\/span>, <span class=\"hljs-title\">n<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">len<\/span>(<span class=\"hljs-title\">matrix<\/span>), <span class=\"hljs-title\">len<\/span>(<span class=\"hljs-title\">matrix<\/span>[0])\r\n    # \u7f13\u5b58\uff0c\u7528\u4e8e\u5b58\u50a8\u6bcf\u4e2a\u4f4d\u7f6e\u7684\u6700\u957f\u9012\u589e\u8def\u5f84\u957f\u5ea6\r\n    <span class=\"hljs-title\">cache<\/span> <span class=\"hljs-operator\">=<\/span> [[0] <span class=\"hljs-operator\">*<\/span> <span class=\"hljs-title\">n<\/span> <span class=\"hljs-title\"><span class=\"hljs-keyword\">for<\/span><\/span> <span class=\"hljs-title\"><span class=\"hljs-keyword\">_<\/span><\/span> <span class=\"hljs-title\">in<\/span> <span class=\"hljs-title\">range<\/span>(<span class=\"hljs-title\">m<\/span>)]\r\n\r\n    <span class=\"hljs-title\">def<\/span> <span class=\"hljs-title\">dfs<\/span>(<span class=\"hljs-title\">i<\/span>: <span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>, <span class=\"hljs-title\">j<\/span>: <span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>) <span class=\"hljs-operator\">-<\/span><span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\"><span class=\"hljs-keyword\">int<\/span><\/span>:\r\n        # \u5982\u679c\u5df2\u7ecf\u8ba1\u7b97\u8fc7\uff0c\u76f4\u63a5\u8fd4\u56de\u7f13\u5b58\u7ed3\u679c\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">if<\/span><\/span> <span class=\"hljs-title\">cache<\/span>[<span class=\"hljs-title\">i<\/span>][<span class=\"hljs-title\">j<\/span>] <span class=\"hljs-operator\">!<\/span><span class=\"hljs-operator\">=<\/span> 0:\r\n            <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> <span class=\"hljs-title\">cache<\/span>[<span class=\"hljs-title\">i<\/span>][<span class=\"hljs-title\">j<\/span>]\r\n\r\n        # \u56db\u4e2a\u65b9\u5411\uff1a\u4e0a\u3001\u4e0b\u3001\u5de6\u3001\u53f3\r\n        <span class=\"hljs-title\">directions<\/span> <span class=\"hljs-operator\">=<\/span> [(<span class=\"hljs-operator\">-<\/span>1, 0), (1, 0), (0, <span class=\"hljs-operator\">-<\/span>1), (0, 1)]\r\n\r\n        # \u5f53\u524d\u4f4d\u7f6e\u7684\u6700\u957f\u8def\u5f84\u81f3\u5c11\u4e3a1\r\n        <span class=\"hljs-title\">max_length<\/span> <span class=\"hljs-operator\">=<\/span> 1\r\n\r\n        # \u904d\u5386\u56db\u4e2a\u65b9\u5411\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">for<\/span><\/span> <span class=\"hljs-title\">di<\/span>, <span class=\"hljs-title\">dj<\/span> <span class=\"hljs-title\">in<\/span> <span class=\"hljs-title\">directions<\/span>:\r\n            <span class=\"hljs-title\">ni<\/span>, <span class=\"hljs-title\">nj<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">i<\/span> <span class=\"hljs-operator\">+<\/span> <span class=\"hljs-title\">di<\/span>, <span class=\"hljs-title\">j<\/span> <span class=\"hljs-operator\">+<\/span> <span class=\"hljs-title\">dj<\/span>\r\n\r\n            # \u68c0\u67e5\u662f\u5426\u5728\u77e9\u9635\u8303\u56f4\u5185\u4e14\u6ee1\u8db3\u9012\u589e\u6761\u4ef6\r\n            <span class=\"hljs-title\"><span class=\"hljs-keyword\">if<\/span><\/span> (0 <span class=\"hljs-operator\">&lt;<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">ni<\/span> <span class=\"hljs-operator\">&lt;<\/span> <span class=\"hljs-title\">m<\/span> <span class=\"hljs-title\">and<\/span> 0 <span class=\"hljs-operator\">&lt;<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">nj<\/span> <span class=\"hljs-operator\">&lt;<\/span> <span class=\"hljs-title\">n<\/span> <span class=\"hljs-title\">and<\/span> \r\n                <span class=\"hljs-title\">matrix<\/span>[<span class=\"hljs-title\">ni<\/span>][<span class=\"hljs-title\">nj<\/span>] <span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-title\">matrix<\/span>[<span class=\"hljs-title\">i<\/span>][<span class=\"hljs-title\">j<\/span>]):\r\n                # \u9012\u5f52\u8ba1\u7b97\u90bb\u5c45\u4f4d\u7f6e\u7684\u6700\u957f\u8def\u5f84\r\n                <span class=\"hljs-title\">curr_length<\/span> <span class=\"hljs-operator\">=<\/span> 1 <span class=\"hljs-operator\">+<\/span> <span class=\"hljs-title\">dfs<\/span>(<span class=\"hljs-title\">ni<\/span>, <span class=\"hljs-title\">nj<\/span>)\r\n                <span class=\"hljs-title\">max_length<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">max<\/span>(<span class=\"hljs-title\">max_length<\/span>, <span class=\"hljs-title\">curr_length<\/span>)\r\n\r\n        # \u5b58\u5165\u7f13\u5b58\r\n        <span class=\"hljs-title\">cache<\/span>[<span class=\"hljs-title\">i<\/span>][<span class=\"hljs-title\">j<\/span>] <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">max_length<\/span>\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> <span class=\"hljs-title\">max_length<\/span>\r\n\r\n    # \u904d\u5386\u77e9\u9635\u4e2d\u7684\u6bcf\u4e2a\u4f4d\u7f6e\uff0c\u627e\u5230\u6700\u957f\u8def\u5f84\r\n    <span class=\"hljs-title\">result<\/span> <span class=\"hljs-operator\">=<\/span> 0\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">for<\/span><\/span> <span class=\"hljs-title\">i<\/span> <span class=\"hljs-title\">in<\/span> <span class=\"hljs-title\">range<\/span>(<span class=\"hljs-title\">m<\/span>):\r\n        <span class=\"hljs-title\"><span class=\"hljs-keyword\">for<\/span><\/span> <span class=\"hljs-title\">j<\/span> <span class=\"hljs-title\">in<\/span> <span class=\"hljs-title\">range<\/span>(<span class=\"hljs-title\">n<\/span>):\r\n            <span class=\"hljs-title\">result<\/span> <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-title\">max<\/span>(<span class=\"hljs-title\">result<\/span>, <span class=\"hljs-title\">dfs<\/span>(<span class=\"hljs-title\">i<\/span>, <span class=\"hljs-title\">j<\/span>))\r\n\r\n    <span class=\"hljs-title\"><span class=\"hljs-keyword\">return<\/span><\/span> <span class=\"hljs-title\">result<\/span>\r\n<\/code><\/pre>\n<p>\u6d4b\u8bd5\u7528\u4f8b:<\/p>\n<pre><code class=\"hljs solidity\">def check(candidate):\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([[<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>], [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>]]) <span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">1<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n    [<span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">4<\/span>],\r\n    [<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">8<\/span>],\r\n    [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>]\r\n]) <span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">4<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n    [<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>],\r\n    [<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">6<\/span>],\r\n    [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>]\r\n]) <span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">4<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n        [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>],\r\n        [<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>],\r\n        [<span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>],\r\n        [<span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>, <span class=\"hljs-number\">16<\/span>]\r\n]) <span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">7<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n        [<span class=\"hljs-number\">-1<\/span>, <span class=\"hljs-number\">-2<\/span>, <span class=\"hljs-number\">-3<\/span>, <span class=\"hljs-number\">0<\/span>],\r\n        [<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">-6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">-8<\/span>],\r\n        [<span class=\"hljs-number\">-9<\/span>, <span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">-11<\/span>, <span class=\"hljs-number\">-12<\/span>],\r\n        [<span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">15<\/span>, <span class=\"hljs-number\">-16<\/span>]\r\n]) <span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">4<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n    [<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">9<\/span>],\r\n    [<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>], \r\n    [<span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">8<\/span>],\r\n    [<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">8<\/span>]\r\n])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">4<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n    [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">4<\/span>],\r\n    [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">7<\/span>],\r\n    [<span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>],\r\n    [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">1<\/span>]\r\n])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">3<\/span>\r\n    <span class=\"hljs-built_in\">assert<\/span> candidate([\r\n    [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">4<\/span>], \r\n    [<span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">3<\/span>],\r\n])<span class=\"hljs-operator\">=<\/span><span class=\"hljs-operator\">=<\/span><span class=\"hljs-number\">4<\/span>\r\n<\/code><\/pre>\n<p><strong>if_passed<\/strong>(\u662f\u5426\u901a\u8fc7)\uff1a<strong>\u901a\u8fc7\u3002<\/strong><\/p>\n<p><strong>\u9ad8\u9636\u63a8\u7406\u793a\u4f8b<\/strong><\/p>\n<p>\u793a\u4f8b1\uff1a\u591a\u6b65\u63a8\u7406<\/p>\n<p>\u95ee<\/p>\n<p>\u67d0\u516c\u53f8\u6709\u4e03\u4e2a\u5458\u5de5\u5206\u522b\u662fA, B, C, D, E, F\u548cG\u3002\u516c\u53f8\u4e3e\u884c\u4e86\u4e00\u6b21\u8bc4\u5206\u6d3b\u52a8\uff0c\u6839\u636e\u5458\u5de5\u7684\u6210\u7ee9\u548c\u4ee5\u4e0b\u6761\u4ef6\uff0c\u8bf7\u63a8\u65ad\u51fa\u6bcf\u4e2a\u5458\u5de5\u7684\u5177\u4f53\u6392\u540d\uff1a<\/p>\n<ol>\n<li>A\u7684\u5f97\u5206\u6bd4B\u9ad8\uff0c\u4f46\u6bd4C\u4f4e\u3002<\/li>\n<li>D\u5f97\u5206\u6bd4E\u548cG\u9ad8\uff0c\u4f46\u4f4e\u4e8eA\u3002<\/li>\n<li>G\u5f97\u5206\u6700\u4f4e\u3002<\/li>\n<li>B\u5f97\u5206\u9ad8\u4e8eE\u548cF\u3002<\/li>\n<li>F\u7684\u5f97\u5206\u6bd4E\u9ad8\u3002<\/li>\n<li>C\u5f97\u5206\u6700\u9ad8\u3002<\/li>\n<li>\u6bcf\u4e2a\u5458\u5de5\u7684\u5f97\u5206\u90fd\u4e0d\u76f8\u540c\uff0cD\u6392\u5728\u6700\u4e2d\u95f4\u3002<\/li>\n<\/ol>\n<p>\u8bf7\u6839\u636e\u4ee5\u4e0a\u6761\u4ef6\u63a8\u65ad\u6bcf\u4e2a\u5458\u5de5\u7684\u5177\u4f53\u5f97\u5206\u3002<\/p>\n<p><strong>Claude 3.5 Sonnet\uff081022\uff09\u56de\u7b54\uff1a<\/strong><\/p>\n<p>\u8ba9\u6211\u4eec\u901a\u8fc7\u903b\u8f91\u5206\u6790\u6765\u63a8\u65ad\u6bcf\u4e2a\u5458\u5de5\u7684\u6392\u540d\uff1a<\/p>\n<ol>\n<li>\u4ece\u6761\u4ef63\u77e5\u9053\uff1aG\u6392\u5728\u6700\u540e\uff08\u7b2c7\u540d\uff09<\/li>\n<li>\u4ece\u6761\u4ef66\u77e5\u9053\uff1aC\u6392\u5728\u6700\u524d\uff08\u7b2c1\u540d\uff09<\/li>\n<li>\u4ece\u6761\u4ef67\u77e5\u9053\uff1aD\u6392\u5728\u7b2c4\u540d\uff08\u4e2d\u95f4\u4f4d\u7f6e\uff09<\/li>\n<li>\u4ece\u6761\u4ef62\u77e5\u9053\uff1aD\u6bd4E\u548cG\u9ad8\uff0c\u4f46\u4f4e\u4e8eA\uff0c\u6240\u4ee5\uff1a\n<ul>\n<li>E\u5fc5\u987b\u6392\u5728D\u4e4b\u540e\uff08\u7b2c5\u540d\u6216\u7b2c6\u540d\uff09<\/li>\n<li>A\u5fc5\u987b\u6392\u5728D\u4e4b\u524d\uff08\u7b2c2\u540d\u6216\u7b2c3\u540d\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\u4ece\u6761\u4ef61\u77e5\u9053\uff1aA\u6bd4B\u9ad8\u4f46\u6bd4C\u4f4e\uff0c\u7ed3\u5408\u524d\u9762\u7684\u5206\u6790\uff1a\n<ul>\n<li>A\u6392\u7b2c2\u540d<\/li>\n<li>B\u5fc5\u987b\u6392\u7b2c3\u540d<\/li>\n<\/ul>\n<\/li>\n<li>\u4ece\u6761\u4ef64\u548c5\u77e5\u9053\uff1aB\u6bd4E\u548cF\u9ad8\uff0cF\u6bd4E\u9ad8\uff0c\u6240\u4ee5\uff1a\n<ul>\n<li>F\u6392\u7b2c5\u540d<\/li>\n<li>E\u6392\u7b2c6\u540d<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u6700\u7ec8\u6392\u540d\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>C\uff08\u7b2c1\u540d\uff09<\/li>\n<li>A\uff08\u7b2c2\u540d\uff09<\/li>\n<li>B\uff08\u7b2c3\u540d\uff09<\/li>\n<li>D\uff08\u7b2c4\u540d\uff09<\/li>\n<li>F\uff08\u7b2c5\u540d\uff09<\/li>\n<li>E\uff08\u7b2c6\u540d\uff09<\/li>\n<li>G\uff08\u7b2c7\u540d\uff09<\/li>\n<\/ol>\n<p>\u9700\u8981\u6211\u4e3a\u60a8\u5c55\u793a\u8be6\u7ec6\u7684\u63a8\u7406\u8fc7\u7a0b\u5417\uff1f<\/p>\n<p>\u793a\u4f8b2\uff1a\u6700\u4f18\u5316\u95ee\u9898<\/p>\n<p>\u95ee<\/p>\n<p>\u67d0\u57ce\u5e02\u6709\u4e94\u4e2a\u4e3b\u8981\u4ea4\u901a\u67a2\u7ebd\uff0c\u57ce\u5e02\u89c4\u5212\u90e8\u95e8\u5e0c\u671b\u4f18\u5316\u516c\u4ea4\u7ebf\u8def\u7684\u8986\u76d6\u8303\u56f4\uff0c\u786e\u4fdd\u6bcf\u4e2a\u67a2\u7ebd\u90fd\u80fd\u88ab\u81f3\u5c11\u4e00\u6761\u7ebf\u8def\u8fde\u63a5\u3002\u5df2\u77e5\u5404\u67a2\u7ebd\u4e4b\u95f4\u7684\u5efa\u8bbe\u6210\u672c\uff0c\u76ee\u6807\u662f\u4ee5\u6700\u5c0f\u7684\u6210\u672c\u8fde\u63a5\u6240\u6709\u67a2\u7ebd\u3002<\/p>\n<h4 id=\"_65\">\u6570\u636e\uff1a<\/h4>\n<ul>\n<li>\u67a2\u7ebd\u4e4b\u95f4\u7684\u8fde\u63a5\u6210\u672c\uff08\u5355\u4f4d\uff1a\u4e07\u5143\uff09<\/li>\n<li>\u67a2\u7ebd 1 \u548c \u67a2\u7ebd 2\uff1a10 \u4e07\u5143<\/li>\n<li>\u67a2\u7ebd 1 \u548c \u67a2\u7ebd 3\uff1a15 \u4e07\u5143<\/li>\n<li>\u67a2\u7ebd 2 \u548c \u67a2\u7ebd 4\uff1a20 \u4e07\u5143<\/li>\n<li>\u67a2\u7ebd 3 \u548c \u67a2\u7ebd 4\uff1a25 \u4e07\u5143<\/li>\n<li>\u67a2\u7ebd 3 \u548c \u67a2\u7ebd 5\uff1a30 \u4e07\u5143<\/li>\n<li>\u67a2\u7ebd 4 \u548c \u67a2\u7ebd 5\uff1a18 \u4e07\u5143<\/li>\n<\/ul>\n<h3 id=\"_67\">\u76ee\u6807\uff1a\u786e\u5b9a\u54ea\u4e9b\u67a2\u7ebd\u4e4b\u95f4\u5e94\u8fde\u63a5\u7ebf\u8def\uff0c\u4ee5\u6700\u5c0f\u5316\u603b\u5efa\u8bbe\u6210\u672c\uff0c\u5e76\u786e\u4fdd\u6240\u6709\u67a2\u7ebd\u76f8\u4e92\u8fde\u901a\u3002<\/h3>\n<p><strong>Claude 3.5 Sonnet\uff081022\uff09\u56de\u7b54\uff1a<\/strong><\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u6700\u5c0f\u751f\u6210\u6811\u95ee\u9898\uff0c\u6211\u4f1a\u4f7f\u7528 Kruskal \u7b97\u6cd5\u6765\u89e3\u51b3\u3002\u8ba9\u6211\u4eec\u4e00\u6b65\u6b65\u5206\u6790\uff1a<\/p>\n<ol>\n<li>\u9996\u5148\uff0c\u5c06\u6240\u6709\u8fde\u63a5\u6309\u6210\u672c\u4ece\u5c0f\u5230\u5927\u6392\u5e8f\uff1a\n<ul>\n<li>\u67a2\u7ebd1-2\uff1a10\u4e07\u5143<\/li>\n<li>\u67a2\u7ebd1-3\uff1a15\u4e07\u5143<\/li>\n<li>\u67a2\u7ebd4-5\uff1a18\u4e07\u5143<\/li>\n<li>\u67a2\u7ebd2-4\uff1a20\u4e07\u5143<\/li>\n<li>\u67a2\u7ebd3-4\uff1a25\u4e07\u5143<\/li>\n<li>\u67a2\u7ebd3-5\uff1a30\u4e07\u5143<\/li>\n<\/ul>\n<\/li>\n<li>\u4f9d\u6b21\u9009\u62e9\u6210\u672c\u6700\u4f4e\u7684\u8fde\u63a5\uff0c\u907f\u514d\u5f62\u6210\u73af\uff1a\n<ul>\n<li>\u9009\u62e9 \u67a2\u7ebd1-2 (10\u4e07\u5143)<\/li>\n<li>\u9009\u62e9 \u67a2\u7ebd1-3 (15\u4e07\u5143)<\/li>\n<li>\u9009\u62e9 \u67a2\u7ebd4-5 (18\u4e07\u5143)<\/li>\n<li>\u9009\u62e9 \u67a2\u7ebd2-4 (20\u4e07\u5143)<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u6700\u4f18\u65b9\u6848\uff1a<\/p>\n<ul>\n<li>\u8fde\u63a5\u67a2\u7ebd1\u548c\u67a2\u7ebd2<\/li>\n<li>\u8fde\u63a5\u67a2\u7ebd1\u548c\u67a2\u7ebd3<\/li>\n<li>\u8fde\u63a5\u67a2\u7ebd4\u548c\u67a2\u7ebd5<\/li>\n<li>\u8fde\u63a5\u67a2\u7ebd2\u548c\u67a2\u7ebd4<\/li>\n<\/ul>\n<p>\u603b\u6210\u672c\uff1a10 + 15 + 18 + 20 = 63\u4e07\u5143<\/p>\n<p>\u8fd9\u4e2a\u65b9\u6848\u786e\u4fdd\u4e86\uff1a<\/p>\n<ol>\n<li>\u6240\u6709\u67a2\u7ebd\u90fd\u88ab\u8fde\u63a5<\/li>\n<li>\u6ca1\u6709\u5f62\u6210\u73af\u8def<\/li>\n<li>\u8fbe\u5230\u6700\u5c0f\u603b\u6210\u672c<\/li>\n<\/ol>\n<p>\u8981\u4e0d\u8981\u6211\u4e3a\u60a8\u751f\u6210\u4e00\u4e2a\u53ef\u89c6\u5316\u56fe\u8868\u6765\u5c55\u793a\u8fd9\u4e2a\u89e3\u51b3\u65b9\u6848\uff1f<\/p>\n<p><strong># \u52a0\u5165\u793e\u7fa4<\/strong><\/p>\n<p>\u66f4\u591a\u8be6\u7ec6Claude3.5\u6700\u65b0\u5927\u6a21\u578b\u6d4b\u8bc4\u8be6\u60c5\uff0c\u53ef\u52a0\u5165SuperCLUE-Claude\u4ea4\u6d41\u7fa4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6d4b\u8bc4\u7ed3\u679c\u4ec5\u7528\u4e8e\u5b66\u672f\u7814\u7a76\u3002 10\u670822\u65e5\uff0cAnthropic\u6b63\u5f0f\u63a8\u51fa\u5347\u7ea7\u7248\u7684\u5927\u6a21\u578bClaude 3.5 Sonnet\u4ee5\u53ca\u65b0\u6a21\u578bClaude 3.5 Haiku\u3002 &nbsp; \u636eAnthropic\u5b98\u65b9\u4ecb\u7ecd\uff0cClaude 3.5 Sonnet&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-7695","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/7695","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=7695"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/7695\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=7695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=7695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=7695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}