{"id":8035,"date":"2026-08-24T17:26:51","date_gmt":"2026-08-24T09:26:51","guid":{"rendered":"https:\/\/www.xinyixx.com\/?p=8035"},"modified":"2026-08-24T17:26:51","modified_gmt":"2026-08-24T09:26:51","slug":"chessforge","status":"publish","type":"post","link":"https:\/\/www.xinyixx.com\/index.php\/2026\/08\/24\/chessforge\/","title":{"rendered":"\u7b2c\u4e00\u7248\u8d70\u6cd5\u751f\u6210\u5168\u662f\u9519\u7684\uff0c\u800c\u5b83\u4e0d\u5d29\u6e83\u3001\u4e0d\u62a5\u9519\u2014\u2014\u5f08\u5c40 ChessForge"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u672c\u7cfb\u5217<\/strong>\uff1a\u628a\u8fd9\u4e24\u5e74\u7528 Python \u5199\u7684\u5341\u51e0\u4e2a\u5c0f\u9879\u76ee\u6328\u4e2a\u5f00\u6e90\u3001\u6328\u4e2a\u8bf4\u6e05\u695a\u3002\u4e0d\u8bb2&#8221;\u6211\u505a\u4e86\u4ec0\u4e48&#8221;\uff0c\u8bb2&#8221;\u505a\u7684\u8fc7\u7a0b\u4e2d\u88ab\u4ec0\u4e48\u6253\u8138\u3001\u6700\u540e\u600e\u4e48\u60f3\u660e\u767d\u7684&#8221;\u3002 <strong>\u7b2c 9 \u7bc7 \u00b7 \u5f08\u5c40 ChessForge<\/strong>\uff08\u524d\u51e0\u7bc7\uff1a<a href=\"https:\/\/github.com\/ghostgorge\/ArrowExodusV2\">\u79bb\u9635<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/DrMarioClone\">\u80f6\u56ca\u533b\u751f<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/EmbserTower\">\u70ec\u5854<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/EchoHalls\">\u56de\u54cd\u56de\u5eca<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/Grainfall\">\u7802\u6f0f<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/pure_sudoku\">\u7eaf\u7cb9\u6570\u72ec<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/FANGCUN\">\u65b9\u5bf8<\/a> \/ <a href=\"https:\/\/github.com\/ghostgorge\/Snake3D\">\u7acb\u65b9\u4e4b\u86c7<\/a>\uff09 \u6e90\u7801\uff1a<a href=\"https:\/\/github.com\/ghostgorge\/ChessForge\">github.com\/ghostgorge\/ChessForge<\/a> \u6280\u672f\u6808\uff1aPython + pygame + numpy\uff0c\u5355\u6587\u4ef6 exe\uff0c\u65e0\u5916\u90e8\u8d44\u6e90\uff08\u68cb\u5b50\u77e2\u91cf\u7ed8\u5236\uff0c\u97f3\u6548 numpy \u5408\u6210\uff09<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u5199\u4e00\u4e2a\u56fd\u9645\u8c61\u68cb\u5f15\u64ce\uff0c\u8ddf\u524d\u9762\u90a3\u4e9b\u81ea\u5236\u73a9\u6cd5\u6700\u5927\u7684\u4e0d\u540c\u662f\uff1a<strong>\u8fd9\u4e2a\u9886\u57df\u6709\u51e0\u5341\u5e74\u79ef\u7d2f\u7684\u6807\u51c6\u7b54\u6848\uff0c\u4f60\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u80fd\u88ab\u7cbe\u786e\u5bf9\u62cd\u3002<\/strong> \u800c\u6b63\u662f\u8fd9\u4e00\u70b9\uff0c\u8ba9\u6211\u9003\u4e0d\u6389\u4e00\u6b21\u5f88\u96be\u582a\u7684\u53d1\u73b0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u5148\u8bb2 perft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code>perft(n)<\/code> \u662f\u56fd\u9645\u8c61\u68cb\u5f15\u64ce\u7684\u6807\u51c6\u81ea\u68c0\uff1a\u4ece\u67d0\u4e2a\u5c40\u9762\u51fa\u53d1\uff0c\u7a77\u4e3e n \u5c42\uff0c\u6570\u603b\u5171\u6709\u591a\u5c11\u6761\u53f6\u5b50\u8def\u5f84\u3002\u8fd9\u4e9b\u6570\u5b57\u5168\u4e16\u754c\u516c\u8ba4\uff0c\u4e00\u4e2a\u4e0d\u5dee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u7684\u7b2c\u4e00\u7248\u8d70\u6cd5\u751f\u6210\u5668\uff0c<strong>\u8dd1\u8d77\u59cb\u5c40\u9762\u7684 perft\uff0c\u7b2c\u4e00\u5c42\u751f\u6210\u4e86 36 \u4e2a\u8d70\u6cd5\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u786e\u7b54\u6848\u662f <strong>20<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u5f88\u8822\uff1a<strong>\u5175\u7684\u8d77\u59cb\u884c\u548c\u5347\u53d8\u884c\u5199\u53cd\u4e86\u3002<\/strong> \u4e8e\u662f\u767d\u5175\u53ef\u4ee5\u4ece\u7b2c 7 \u884c\u5f80\u524d\u51b2\u4e24\u683c\u3001\u8d70\u5230\u7b2c 8 \u884c\u8fd8\u60f3\u518d\u8d70\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u53ef\u6015\u7684\u4e0d\u662f\u8fd9\u4e2a bug\uff0c\u662f\u5b83\u7684\u8868\u73b0\u5f62\u5f0f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u4e0d\u5d29\u6e83\u3001\u4e0d\u62a5\u9519\u3001\u4e0d\u8d8a\u754c\u3002<\/strong> \u68cb\u76d8\u7167\u753b\u3001\u68cb\u5b50\u7167\u8d70\u3001\u5f15\u64ce\u7167\u6837\u8fd4\u56de\u4e00\u4e2a&#8221;\u770b\u8d77\u6765\u633a\u5408\u7406&#8221;\u7684\u7740\u6cd5\u3002\u4f60\u81ea\u5df1\u4e0b\u51e0\u76d8\uff0c\u53ef\u80fd\u4e00\u6574\u665a\u90fd\u53d1\u73b0\u4e0d\u4e86\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fc5\u987b\u5bf9\u62cd\u516d\u4e2a\u6807\u51c6\u5c40\u9762\u624d\u80fd\u5b88\u4f4f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5c40\u9762<\/th><th>\u6df1\u5ea6<\/th><th>\u8282\u70b9\u6570<\/th><\/tr><\/thead><tbody><tr><td>\u8d77\u59cb\u5c40\u9762<\/td><td>d5<\/td><td>4,865,609<\/td><\/tr><tr><td>Kiwipete<\/td><td>d4<\/td><td>4,085,603<\/td><\/tr><tr><td>position 3<\/td><td>d5<\/td><td>674,624<\/td><\/tr><tr><td>position 4<\/td><td>d4<\/td><td>422,333<\/td><\/tr><tr><td>position 5<\/td><td>d4<\/td><td>2,103,487<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u8d70\u6cd5\u751f\u6210\u5fc5\u987b\u5148\u7528 perft \u5bf9\u62cd\u3002<\/strong> \u8fd9\u7c7b bug \u6ca1\u6709 perft \u6839\u672c\u53d1\u73b0\u4e0d\u4e86\u2014\u2014\u800c\u5b83\u4e00\u65e6\u5b58\u5728\uff0c\u4f60\u540e\u9762\u6240\u6709\u7684\u641c\u7d22\u3001\u8bc4\u4f30\u3001\u9898\u5e93\u5168\u90fd\u5efa\u7acb\u5728\u4e00\u4e2a\u9519\u8bef\u7684\u89c4\u5219\u4e4b\u4e0a\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u7136\u540e\u662f\u641c\u7d22\u5c42\u7684\u4e24\u4e2a\u5751\uff0c\u4e00\u4e2a\u6bd4\u4e00\u4e2a\u9690\u853d<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5751\u4e00\uff1a\u5199\u6b7b\u7684&#8221;\u6536\u5c3e\u4f59\u91cf&#8221;\uff0c\u8ba9\u4e09\u4e2a\u96be\u5ea6\u6863\u5168\u90e8\u9000\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fed\u4ee3\u52a0\u6df1\u7684\u6807\u51c6\u5199\u6cd5\u91cc\u6709\u4e00\u53e5&#8221;\u5feb\u5230\u65f6\u95f4\u4e86\u5c31\u522b\u5f00\u4e0b\u4e00\u5c42\u4e86&#8221;\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>if now &gt; deadline - 0.12:   # \u7559 0.12 \u79d2\u6536\u5c3e\n    break\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u770b\u8d77\u6765\u65e0\u5bb3\u3002\u4f46\u5f53 <code>movetime = 0.12<\/code> \u65f6\uff08\u4f4e\u96be\u5ea6\u6863\u5c31\u662f\u8fd9\u4e48\u914d\u7684\uff09\uff0c<strong>\u8fd9\u4e2a\u6761\u4ef6\u5728\u7b2c\u4e00\u5c42\u8dd1\u5b8c\u5fc5\u7136\u6210\u7acb<\/strong>\u2014\u2014\u4e8e\u662f\u5f15\u64ce\u6c38\u8fdc\u53ea\u641c 1 \u5c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540e\u679c\u6709\u4e24\u5c42\uff1a\u4e09\u4e2a\u4f4e\u96be\u5ea6\u6863\u5168\u90e8\u9000\u5316\u6210\u968f\u673a\uff1b\u66f4\u79bb\u8c31\u7684\u662f<strong>\u5f15\u64ce\u8d62\u4e86\u4e00\u5927\u5806\u5b50\u4e5f\u6740\u4e0d\u6b7b\u5355\u738b<\/strong>\uff0cKQ \u5bf9 K \u8fde\u5c06 100 \u4e2a\u534a\u6b65\uff0c\u6700\u540e\u4e94\u5341\u56de\u5408\u89c4\u5219\u5224\u548c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u6210 <code>min(0.12, movetime * 0.30)<\/code> \u4e4b\u540e\uff1aKQvK 21 \u4e2a\u534a\u6b65\u3001KRvK 29\u3001KBBvK 35\u3001KRRvK 15\uff0c\u5168\u90e8\u5c06\u6740\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6240\u6709&#8221;\u9884\u7559\u4e00\u70b9\u4f59\u91cf&#8221;\u7684\u5e38\u6570\uff0c\u90fd\u8981\u5199\u6210\u76ee\u6807\u503c\u7684\u6bd4\u4f8b\uff0c\u4e0d\u80fd\u5199\u7edd\u5bf9\u503c\u3002<\/strong> \u7edd\u5bf9\u503c\u5728\u76ee\u6807\u503c\u53d8\u5c0f\u65f6\u4f1a\u53cd\u8fc7\u6765\u5403\u6389\u5168\u90e8\u9884\u7b97\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u5751\u4e8c\uff1a\u8d85\u65f6\u5f02\u5e38\u7a7f\u8fc7 make\/unmake\uff0c\u68cb\u76d8\u88ab\u6c38\u4e45\u6539\u574f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u641c\u7d22\u8d85\u65f6\u662f\u7528\u629b\u5f02\u5e38\u5b9e\u73b0\u7684\u3002\u800c\u6839\u8282\u70b9\u5faa\u73af\u957f\u8fd9\u6837\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>make(move)\nscore = -search(...)      \u2190 \u5f02\u5e38\u4ece\u8fd9\u91cc\u7a7f\u8fc7\u53bb\nunmake(move)              \u2190 \u6c38\u8fdc\u6267\u884c\u4e0d\u5230\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8e\u662f<strong>\u90a3\u4e00\u624b\u4f1a\u6c38\u4e45\u7559\u5728\u68cb\u76d8\u4e0a<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u73b0\u662f\uff1a\u81ea\u5bf9\u5f08\u8dd1\u5230\u4e2d\u9014\uff0c\u5f15\u64ce\u8fd4\u56de\u4e86\u4e00\u4e2a\u975e\u6cd5\u7740\u6cd5\u3002\u800c\u4ece\u8fd9\u4e2a\u73b0\u8c61\u51fa\u53d1\uff0c<strong>\u4f60\u5b8c\u5168\u770b\u4e0d\u51fa\u5b83\u8ddf&#8221;\u8d85\u65f6&#8221;\u6709\u4efb\u4f55\u5173\u7cfb<\/strong>\u2014\u2014\u5b83\u53ef\u80fd\u51fa\u73b0\u5728\u4efb\u4f55\u4e00\u76d8\u3001\u4efb\u4f55\u4e00\u6b65\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fee\u6cd5\u662f\u5728\u6700\u5916\u5c42\u6309 <code>hist<\/code> \u6808\u957f\u5ea6\u56de\u7ed5\uff08\u8d70\u6cd5 0 \u4ee3\u8868\u7a7a\u7740\uff0c\u7528 <code>unmake_null<\/code>\uff09\uff0c\u4e0d\u7ba1\u5f02\u5e38\u4ece\u54ea\u4e00\u5c42\u629b\u51fa\u6765\uff0c\u90fd\u628a\u68cb\u76d8\u6062\u590d\u5230\u8fdb\u641c\u7d22\u4e4b\u524d\u7684\u72b6\u6001\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u9a8c\u6536\u6740\u68cb\u9898\uff0c\u4e0d\u80fd\u7528\u5e26\u88c1\u526a\u7684\u641c\u7d22<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b8b\u5c40\u9898\u5e93\u6709 51 \u9053\uff0c\u5176\u4e2d 31 \u9053\u662f\u6740\u68cb\u9898\u3002\u5b83\u4eec\u7684\u6b65\u6570\u6807\u6ce8\u662f\u7531\u6c42\u89e3\u5668\u5224\u5b9a\u7684\uff0c\u4e0d\u91c7\u4fe1\u6211\u81ea\u5df1\u5199\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u8fd9\u91cc\u6709\u4e2a\u9677\u9631\uff1a<strong>\u5f15\u64ce\u91cc\u90a3\u5957\u8ba9\u5b83\u8dd1\u5f97\u5feb\u7684\u4f18\u5316\uff0c\u5728\u6740\u68cb\u7ebf\u8def\u4e0a\u5168\u662f\u9519\u7684\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7a7a\u7740\u88c1\u526a<\/strong>\u7684\u524d\u63d0\u662f&#8221;\u4e0d\u8d70\u4e5f\u4e0d\u4f1a\u66f4\u5dee&#8221;\uff08zugzwang \u9664\u5916\uff09\u3002\u8fd9\u4e2a\u524d\u63d0\u5728\u6740\u68cb\u7ebf\u8def\u548c\u903c\u548c\u5c40\u9762\u91cc<strong>\u6839\u672c\u4e0d\u6210\u7acb<\/strong>\u3002<\/li>\n\n\n\n<li><strong>LMR<\/strong>\uff08\u540e\u5e8f\u7740\u6cd5\u51cf\u6df1\u5ea6\uff09\u4f1a\u524a\u6389\u552f\u4e00\u7684\u90a3\u6b65\u5b89\u9759\u6740\u7740\u2014\u2014\u6740\u68cb\u9898\u91cc\u90a3\u4e00\u624b\u5f80\u5f80\u770b\u8d77\u6765\u5e73\u5e73\u65e0\u5947\uff0c\u6392\u5e8f\u9760\u540e\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u5f15\u64ce\u91cc\u7559\u4e86\u4e00\u4e2a <code>exact<\/code> \u5f00\u5173\uff0c\u9a8c\u6536\u9898\u76ee\u65f6<strong>\u5173\u6389\u7a7a\u7740\u88c1\u526a\u3001\u65e0\u7528\u88c1\u526a\u548c LMR<\/strong>\uff0c\u6162\u5341\u500d\u4f46\u7ed3\u679c\u53ef\u4fe1\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>&#8220;\u7528\u6765\u4e0b\u68cb\u7684\u641c\u7d22&#8221;\u548c&#8221;\u7528\u6765\u8bc1\u660e\u7684\u641c\u7d22&#8221;\u662f\u4e24\u4e2a\u4e1c\u897f\u3002<\/strong> \u524d\u8005\u53ef\u4ee5\u727a\u7272\u6b63\u786e\u6027\u6362\u901f\u5ea6\uff0c\u540e\u8005\u4e0d\u884c\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u624b\u5199 FEN \u662f\u4e2a\u9677\u9631\uff0c\u800c\u4e14\u6211\u683d\u5f97\u6bd4\u60f3\u8c61\u4e2d\u96be\u770b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e00\u5c42\uff1a\u975e\u6cd5\u5c40\u9762<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u6279 8 \u9053\u624b\u5199\u7684\u4e00\u6b65\u6740\u91cc\uff0c<strong>\u6709 3 \u9053\u662f\u975e\u6cd5\u5c40\u9762<\/strong>\u2014\u2014\u5168\u662f\u540c\u4e00\u79cd\u9519\u8bef\uff1a<strong>\u672a\u884c\u68cb\u65b9\u5df2\u7ecf\u88ab\u5c06\u519b<\/strong>\uff08\u8f66\u6216\u540e\u5df2\u7ecf\u6cbf\u7ebf\u5c06\u7740\u5bf9\u65b9\u7684\u738b\uff0c\u5374\u8f6e\u5230\u81ea\u5df1\u8d70\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u5c40\u9762\u5728\u56fd\u9645\u8c61\u68cb\u91cc\u4e0d\u53ef\u80fd\u51fa\u73b0\uff0c\u5f15\u64ce\u4e00\u8bfb\u8fdb\u53bb\u884c\u4e3a\u5c31\u5b8c\u5168\u672a\u5b9a\u4e49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u52a0\u4e86\u5408\u6cd5\u6027\u95f8\u95e8\uff0c\u67e5\u56db\u4ef6\u4e8b\uff1a\u53cc\u65b9\u5404\u6070\u597d\u4e00\u4e2a\u738b\u3001\u672a\u884c\u68cb\u65b9\u4e0d\u88ab\u5c06\u3001\u884c\u68cb\u65b9\u6709\u7740\u53ef\u8d70\u3001\u5175\u4e0d\u5728\u5e95\u7ebf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e8c\u5c42\uff1a\u7ecf\u5178\u5c40\u9762\u6211\u6839\u672c\u6ca1\u6446\u5bf9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u6253\u8138\u7684\u662f\u8fd9\u4e2a\uff1a<strong>\u5362\u585e\u7eb3\u6865<\/strong>\u548c<strong>\u83f2\u5229\u591a\u5c14\u9632\u5b88<\/strong>\u2014\u2014\u4e24\u4e2a\u6bcf\u672c\u6b8b\u5c40\u4e66\u90fd\u4f1a\u8bb2\u7684\u7ecf\u5178\u5c40\u9762\u2014\u2014<strong>\u6211\u6446\u9519\u4e86\u3002<\/strong> \u83f2\u5229\u591a\u5c14\u90a3\u4e2a\u8fde\u767d\u5175\u90fd\u5fd8\u4e86\u653e\uff0c\u76f4\u63a5\u53d8\u6210\u4e86\u8f66\u5bf9\u8f66\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5904\u7406\u65b9\u5f0f\uff1a<strong>\u6446\u9519\u7684\u76f4\u63a5\u5220\uff0c\u7559\u4e0b\u7684\u6309\u5f15\u64ce\u5b9e\u6218\u7ed3\u679c\u5b9a\u76ee\u6807\uff0c\u4e09\u7ae0\u5408\u5e76\u6210\u4e00\u7ae0\uff0c\u4e0d\u786c\u51d1\u7ae0\u8282\u6570\u3002<\/strong> \u539f\u8ba1\u5212\u516b\u7ae0\uff0c\u6700\u540e\u7f29\u6210\u4e94\u7ae0\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u6761\u6211\u8ba4\u4e3a\u503c\u5f97\u5355\u72ec\u8bf4\uff1a<strong>\u5f53\u4f60\u53d1\u73b0\u81ea\u5df1\u7684&#8221;\u6743\u5a01\u5185\u5bb9&#8221;\u662f\u9519\u7684\uff0c\u6b63\u786e\u7684\u52a8\u4f5c\u662f\u5220\u6389\u5e76\u7f29\u51cf\u89c4\u6a21\uff0c\u4e0d\u662f\u8865\u4e00\u4e2a\u5dee\u4e0d\u591a\u7684\u4e0a\u53bb\u51d1\u6570\u3002<\/strong> \u9898\u5e93\u7684\u4ef7\u503c\u5168\u5728\u53ef\u4fe1\u5ea6\uff0c\u51d1\u6570\u5c31\u7b49\u4e8e\u628a\u53ef\u4fe1\u5ea6\u6e05\u96f6\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u7406\uff0c\u5175\u7c7b \/ \u8f66\u5175 \/ \u6c42\u548c\u8fd9\u51e0\u7ae0\u7684\u76ee\u6807\uff08\u4e0b\u6210\u80dc\u5c40\u8fd8\u662f\u5b88\u548c\uff09<strong>\u7531\u5f15\u64ce\u5b9e\u9645\u5bf9\u5c40\u7684\u7ed3\u679c\u51b3\u5b9a\uff0c\u4e0d\u7531\u6211\u58f0\u660e<\/strong>\u3002\u5f15\u64ce\u4e0b\u4e0d\u51fa\u6765\u7684\u7ed3\u679c\uff0c\u4e0d\u5199\u8fdb\u9898\u9762\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u6316\u77ff\uff1a\u7b5b\u5b50\u7684\u987a\u5e8f\u503c\u5341\u500d\u65f6\u95f4\uff08\u53c8\u4e00\u6b21\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u4ece\u5927\u91cf\u5c40\u9762\u91cc\u6316\u51fa\u5408\u683c\u7684\u6740\u68cb\u9898\u3002\u7b2c\u4e00\u7248\u5bf9\u6bcf\u4e2a\u5019\u9009\u5c40\u9762\u76f4\u63a5\u4e0a\u7cbe\u786e\u6c42\u89e3\u5668\uff08\u6bcf\u4e2a\u7ea6 6 \u79d2\uff09\u2014\u2014<strong>\u4e5d\u6210\u65f6\u95f4\u82b1\u5728\u8bc1\u660e&#8221;\u8fd9\u91cc\u6ca1\u6709\u6740&#8221;\u4e0a\uff0c13 \u5206\u949f\u53ea\u6316\u5230 6 \u9053\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u6210\u4e09\u9053\u7b5b\u5b50\uff08<strong>\u4fbf\u5b9c\u7684\u6392\u524d\u9762<\/strong>\uff09\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5e38\u89c4\u641c\u7d22 0.25s\uff0c\u770b\u6709\u6ca1\u6709\u6740\u68cb\u5206<\/li>\n\n\n\n<li>\u7cbe\u786e\u6c42\u89e3\uff0c\u6838\u5b9a\u6b65\u6570<\/li>\n\n\n\n<li>\u9010\u7740\u9a8c\u8bc1\uff0c\u786e\u8ba4\u89e3\u552f\u4e00<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u626b 811 \u4e2a\u5c40\u9762\u53ea\u653e\u884c 55 \u6b21\uff08<strong>6.8%<\/strong>\uff09\uff0c12 \u5206\u949f\u6536\u6ee1 32 \u9053\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u8fd9\u6761\u6559\u8bad\u6211\u5728<a href=\"https:\/\/github.com\/ghostgorge\/Grainfall\">\u7802\u6f0f<\/a>\u90a3\u4e2a\u9879\u76ee\u91cc\u5df2\u7ecf\u603b\u7ed3\u8fc7\u4e00\u6b21\uff0c\u7ed3\u679c\u6362\u4e2a\u9886\u57df\u53c8\u8e29\u4e86\u4e00\u904d\u2014\u2014\u6240\u4ee5\u8fd9\u6b21\u5199\u8fdb README \u4e86\u3002\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5f31\u6863 AI \u4e0d\u80fd\u9760&#8221;\u968f\u673a\u8d70\u70c2\u68cb&#8221;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f4e\u96be\u5ea6\u6863\u6700\u5bb9\u6613\u7684\u505a\u6cd5\u662f\uff1a\u6309\u6982\u7387\u968f\u673a\u8d70\u4e00\u624b\u3002\u4f46\u73a9\u5bb6\u7684\u4f53\u611f\u4f1a\u5f88\u602a\u2014\u2014<strong>\u524d\u5341\u6b65\u4e0b\u5f97\u50cf\u6a21\u50cf\u6837\uff0c\u7a81\u7136\u83ab\u540d\u5176\u5999\u9001\u540e<\/strong>\uff0c\u5b8c\u5168\u4e0d\u50cf\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u786e\u505a\u6cd5\u662f<strong>\u9650\u5236\u641c\u7d22\u6df1\u5ea6 + \u5bf9\u6839\u8282\u70b9\u7740\u6cd5\u505a\u5e26\u6e29\u5ea6\u7684 softmax \u91c7\u6837<\/strong>\uff0c\u5e76\u4e14<strong>\u5206\u5dee\u8d85\u8fc7 900 \u5206\u7684\u7740\u6cd5\u6743\u91cd\u76f4\u63a5\u5f52\u96f6<\/strong>\uff08\u4eba\u518d\u83dc\u4e5f\u4e0d\u4f1a\u767d\u9001\u4e00\u4e2a\u540e\uff09\u3002\u4e8e\u662f\u5b83\u4e0b\u8d77\u6765\u50cf\u4e00\u4e2a\u53ea\u770b\u4e00\u4e24\u6b65\u7684\u4eba\uff1a\u4f1a\u5403\u660e\u6446\u7740\u7684\u5b50\uff0c\u4f46\u770b\u4e0d\u89c1\u7ec4\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u6709\u4e00\u4e2a\u975e\u5e38\u5bb9\u6613\u8e29\u7684\u5b9e\u73b0\u7ec6\u8282\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6e29\u5ea6 &gt; 0 \u7684\u6863\u4f4d\uff0c\u5fc5\u987b\u7528 <code>collect=True<\/code> \u5168\u7a97\u53e3\u641c\u6bcf\u4e00\u4e2a\u6839\u7740\u6cd5\u3002<\/strong> \u56e0\u4e3a\u666e\u901a alpha-beta <strong>\u53ea\u4fdd\u8bc1\u6700\u4f73\u7740\u7684\u5206\u6570\u662f\u51c6\u786e\u7684<\/strong>\uff0c\u5176\u4f59\u7740\u6cd5\u62ff\u5230\u7684\u90fd\u662f\u4e0a\u754c\u3002\u62ff\u4e00\u5806\u4e0a\u754c\u53bb\u505a softmax \u91c7\u6837\uff0c\u91c7\u6837\u5206\u5e03\u662f\u9519\u7684\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\uff1a<strong>\u80fd\u5c06\u6b7b\u7684\u65f6\u5019\u4e0d\u91c7\u6837\u3002<\/strong> \u5426\u5219\u5f31\u6863\u4f1a\u628a\u5df2\u7ecf\u8d62\u5b9a\u7684\u68cb\u62d6\u6210\u548c\u68cb\u2014\u2014\u8fd9\u6bd4\u8d70\u70c2\u68cb\u66f4\u8ba9\u4eba\u607c\u706b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u6b8b\u5c40\u8bc4\u4f30\u5fc5\u987b\u6709&#8221;\u9a71\u738b\u9879&#8221;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u4e5f\u503c\u5f97\u8bb0\uff1a\u5f15\u64ce\u5728 KQ \u5bf9 K \u7684\u5c40\u9762\u91cc\uff0c\u4f1a<strong>\u6c38\u8fdc\u5728\u4e2d\u5fc3\u8fde\u5c06<\/strong>\uff0c\u5c31\u662f\u4e0d\u5c06\u6740\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u5f88\u76f4\u767d\uff1a<strong>\u5c06\u519b\u672c\u8eab\u4e0d\u52a0\u5206\uff0c\u628a\u5bf9\u65b9\u738b\u903c\u5230\u89d2\u843d\u4e5f\u4e0d\u52a0\u5206<\/strong>\u2014\u2014\u6240\u4ee5\u5f15\u64ce\u6ca1\u6709\u4efb\u4f55\u7406\u7531\u53bb\u505a&#8221;\u7f29\u7b3c\u5b50&#8221;\u8fd9\u4ef6\u4e8b\u3002\u5b83\u6bcf\u4e00\u6b65\u90fd\u5728\u505a\u5c40\u90e8\u6700\u4f18\uff0c\u800c\u5c40\u90e8\u6700\u4f18\u91cc\u6ca1\u6709&#8221;\u8fdb\u5c55&#8221;\u8fd9\u4e2a\u6982\u5ff5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u4e00\u4e2a\u9a71\u738b\u9879\u5c31\u89e3\u51b3\u4e86\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>12 \u00d7 (\u5bf9\u65b9\u738b\u5230\u4e2d\u5fc3\u7684\u8ddd\u79bb) + 6 \u00d7 (7 - \u4e24\u738b\u4e4b\u95f4\u7684\u8ddd\u79bb)\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u5176\u4ed6\u5b9e\u73b0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f15\u64ce<\/strong>\uff1a10\u00d712 mailbox \u68cb\u76d8\u3001\u8d70\u6cd5\u6253\u5305\u6210 int\uff1bnegamax + alpha-beta + \u7f6e\u6362\u8868 + \u7a7a\u7740\u88c1\u526a + LMR + \u9759\u6001\u641c\u7d22\uff0c\u7ea6 <strong>6 \u4e07\u8282\u70b9\/\u79d2<\/strong>\uff0c2.5 \u79d2\u5230 8\u20139 \u5c42\u3002\u8bc4\u4f30\u7528 PeSTO \u5206\u9636\u6bb5\u4f4d\u7f6e\u8868 + \u5175\u578b + \u738b\u5b89\u5168 + \u6b8b\u5c40\u9a71\u738b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u516d\u6863\u96be\u5ea6<\/strong>\uff1a\u65b0\u624b \/ \u5165\u95e8 \/ \u4e1a\u4f59 \/ \u4ff1\u4e50\u90e8 \/ \u9ad8\u624b \/ \u5927\u5e08\uff0c\u7ea6 700\u20132200 \u5206\u3002<strong>39 \u6761\u5f00\u5c40\u53d8\u4f8b<\/strong>\u5c55\u5f00\u6210 387 \u4e2a\u5c40\u9762\u7684\u5f00\u5c40\u5e93\uff08\u952e\u4e3a Zobrist\uff09\uff0c\u5f00\u5934\u4e0d\u4f1a\u6bcf\u76d8\u90fd\u4e00\u6837\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u754c\u9762<\/strong>\uff1a\u77e2\u91cf\u68cb\u5b50\uff08Staunton \u8f6e\u5ed3\uff0c4 \u500d\u8d85\u91c7\u6837\u540e\u7f29\u653e\uff0c\u4efb\u4f55\u5c3a\u5bf8\u90fd\u6e05\u6670\uff0c\u4e0d\u5e26\u56fe\u7247\u6587\u4ef6\uff09\u3001\u4e94\u5957\u68cb\u76d8\u914d\u8272\u3001\u5f62\u52bf\u6761\u3001\u5403\u5b50\u680f\u3001\u68cb\u8c31\u3001\u590d\u76d8\u5bfc\u822a\u3001\u5347\u53d8\u5f39\u7a97\u3001numpy \u5408\u6210\u97f3\u6548\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u4e2a\u5c0f bug \u503c\u5f97\u8bb0<\/strong>\uff1a<code>ScrollBox<\/code> \u8fd9\u7c7b\u63a7\u4ef6\u7684 <code>end()<\/code> \u5982\u679c\u65e0\u6761\u4ef6\u8c03\u7528 <code>set_clip(self._clip)<\/code>\uff0c\u88ab&#8221;\u81ea\u5df1\u7ba1\u88c1\u526a\u533a\u3001\u6ca1\u8d70 <code>begin()<\/code>&#8220;\u7684\u8c03\u7528\u65b9\u4f7f\u7528\u65f6\u5c31\u4f1a <code>AttributeError<\/code>\u3002<code>_clip<\/code> \u8981\u521d\u59cb\u5316\u4e3a <code>None<\/code> \u5e76\u5224\u7a7a\u2014\u2014\u63a7\u4ef6\u7684\u751f\u547d\u5468\u671f\u65b9\u6cd5\u4e0d\u80fd\u5047\u8bbe\u8c03\u7528\u65b9\u4e00\u5b9a\u6210\u5bf9\u8c03\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0a\u624b<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install pygame numpy\npython main.py\npython main.py --selftest    # perft \u5bf9\u62cd + \u6218\u672f\u9898 + 40 \u624b\u81ea\u5bf9\u5f08 + \u9898\u5e93\u5408\u6cd5\u6027\n\u53cc\u51fb build_exe.bat           # \u51fa dist\\ChessForge.exe\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6253\u5305\u811a\u672c\u6709\u4e24\u4e2a\u7ec6\u8282\uff1a\u6309 <code>py -3.12 \u2192 3.11 \u2192 3.9 \u2192 python<\/code> \u6311\u89e3\u91ca\u5668\uff08PATH \u91cc\u7684 python \u901a\u5e38\u662f Anaconda\uff0c\u6392\u6700\u540e\uff09\uff1b<strong>\u7528&#8221;\u80fd\u4e0d\u80fd import&#8221;\u800c\u4e0d\u662f pip \u7684\u9000\u51fa\u7801\u6765\u5224\u65ad\u4f9d\u8d56\u662f\u5426\u5c31\u4f4d<\/strong>\uff08\u67d0\u4e9b\u73af\u5883\u91cc pip \u4f1a\u56e0\u4e3a\u574f\u6389\u7684\u5305\u5143\u6570\u636e\u76f4\u63a5\u5d29\u6e83\uff0c\u8ddf\u4f60\u7684\u9879\u76ee\u6beb\u65e0\u5173\u7cfb\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>U<\/code> \u6094\u68cb \u00b7 <code>H<\/code> \u63d0\u793a \u00b7 <code>F<\/code> \u7ffb\u8f6c\u68cb\u76d8 \u00b7 <code>\u2190\/\u2192<\/code> \u590d\u76d8 \u00b7 <code>Home\/End<\/code> \u8df3\u8f6c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e5d\u3001\u5df2\u77e5\u53d6\u820d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7eaf Python\uff0c\u7ea6 6 \u4e07\u8282\u70b9\/\u79d2\u3002\u5927\u5e08\u6863 6 \u79d2\u80fd\u5230 10 \u5c42\u4e0a\u4e0b\uff0c\u7ea6 2200 \u5206\u2014\u2014\u591f\u4e1a\u4f59\u9009\u624b\u6253\uff0c\u4e0d\u591f\u6311\u6218\u4e13\u4e1a\u68cb\u624b\u3002<\/li>\n\n\n\n<li><strong>\u6ca1\u6709\u6b8b\u5c40\u6570\u636e\u5e93\uff08tablebase\uff09<\/strong>\uff0cKBN \u5bf9\u5355\u738b\u8fd9\u7c7b\u9700\u8981\u7cbe\u786e\u6280\u5de7\u7684\u6b8b\u5c40\u4e0d\u4fdd\u8bc1\u8d70\u5bf9\u3002<\/li>\n\n\n\n<li>\u6ca1\u6709\u7f51\u7edc\u5bf9\u6218\u3001\u6ca1\u6709 PGN \u5bfc\u5165\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c3e\u5df4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u9879\u76ee\u548c\u524d\u9762\u90a3\u4e9b\u81ea\u5236\u73a9\u6cd5\u6700\u5927\u7684\u533a\u522b\uff0c\u662f<strong>\u5b83\u7684\u6bcf\u4e00\u5c42\u90fd\u6709\u5916\u90e8\u6807\u51c6\u7b54\u6848\u53ef\u4ee5\u5bf9\u62cd<\/strong>\u2014\u2014\u800c\u6211\u5728\u6bcf\u4e00\u5c42\u90fd\u88ab\u5bf9\u62cd\u6293\u5230\u8fc7\u9519\u8bef\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u89c4\u5219\u5c42\uff1aperft \u6293\u5230\u8d70\u6cd5\u751f\u6210\u5199\u53cd<\/li>\n\n\n\n<li>\u641c\u7d22\u5c42\uff1a\u81ea\u5bf9\u5f08\u6293\u5230\u8d85\u65f6\u5f02\u5e38\u6c61\u67d3\u68cb\u76d8<\/li>\n\n\n\n<li>\u9a8c\u6536\u5c42\uff1a\u7cbe\u786e\u6c42\u89e3\u5668\u6293\u5230&#8221;\u5e26\u88c1\u526a\u7684\u641c\u7d22\u8bc1\u4e0d\u4e86\u6740&#8221;<\/li>\n\n\n\n<li>\u5185\u5bb9\u5c42\uff1a\u5408\u6cd5\u6027\u95f8\u95e8\u6293\u5230 3 \u9053\u975e\u6cd5 FEN\uff0c\u6211\u81ea\u5df1\u6293\u5230\u4e24\u4e2a\u6446\u9519\u7684\u7ecf\u5178\u5c40\u9762<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u6761\u5e26\u5f97\u8d70\u7684\u7ed3\u8bba\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u51e1\u662f\u6709\u6807\u51c6\u7b54\u6848\u7684\u9886\u57df\uff0c\u7b2c\u4e00\u4ef6\u4e8b\u662f\u628a\u5bf9\u62cd\u642d\u8d77\u6765\uff0c\u800c\u4e0d\u662f\u5148\u628a\u529f\u80fd\u505a\u5b8c\u3002<\/strong> \u56e0\u4e3a\u8fd9\u7c7b bug \u7684\u5171\u540c\u7279\u5f81\u662f\u2014\u2014<strong>\u5b83\u4eec\u4e0d\u5d29\u6e83\u3001\u4e0d\u62a5\u9519\uff0c\u53ea\u662f\u6084\u6084\u5730\u8ba9\u4f60\u540e\u9762\u505a\u7684\u4e00\u5207\u90fd\u5efa\u7acb\u5728\u9519\u7684\u4e1c\u897f\u4e0a\u9762\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udce6 <strong>\u6e90\u7801<\/strong>\uff1a<a href=\"https:\/\/github.com\/ghostgorge\/ChessForge\">https:\/\/github.com\/ghostgorge\/ChessForge<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u4e0b\u4e00\u7bc7\uff1a<strong>\u70fd\u71e7 FengSui<\/strong>\u2014\u2014\u4ece\u6e38\u620f\u5207\u5230\u5de5\u5177\uff0c\u4e00\u4e2a Web \u65e5\u5fd7\u5b89\u5168\u4fa6\u5bdf\u5de5\u5177\u3002\u56de\u590d\u300c\u7ee7\u7eed\u300d\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u7cfb\u5217\uff1a\u628a\u8fd9\u4e24\u5e74\u7528 Python \u5199\u7684\u5341\u51e0\u4e2a\u5c0f\u9879\u76ee\u6328\u4e2a\u5f00\u6e90\u3001\u6328\u4e2a\u8bf4\u6e05\u695a\u3002\u4e0d\u8bb2&#8221;\u6211\u505a\u4e86\u4ec0\u4e48&#038;#822 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[14,15,10],"tags":[],"class_list":["post-8035","post","type-post","status-publish","format-standard","hentry","category-teacher","category-games","category-coding","entry"],"_links":{"self":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts\/8035","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/comments?post=8035"}],"version-history":[{"count":1,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts\/8035\/revisions"}],"predecessor-version":[{"id":8036,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts\/8035\/revisions\/8036"}],"wp:attachment":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/media?parent=8035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/categories?post=8035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/tags?post=8035"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}