{"id":5365,"date":"2026-10-02T14:44:13","date_gmt":"2026-10-02T06:44:13","guid":{"rendered":"https:\/\/ai.oaido.com\/index.php\/2026\/10\/02\/google-research-kauldron-jax-library\/"},"modified":"2026-10-02T14:44:13","modified_gmt":"2026-10-02T06:44:13","slug":"google-research-kauldron-jax-library","status":"publish","type":"post","link":"https:\/\/ai.oaido.com\/index.php\/2026\/10\/02\/google-research-kauldron-jax-library\/","title":{"rendered":"Google Research \u63a8\u51fa Kauldron\uff1a\u901a\u8fc7 Plain Data \u548c String Wiring \u91cd\u5851 JAX \u7814\u7a76\u4f53\u9a8c"},"content":{"rendered":"<p>\u5728\u6df1\u5ea6\u5b66\u4e60\u7684\u7814\u7a76\u9886\u57df\uff0c\u5b9e\u9a8c\u8fed\u4ee3\u7684\u6548\u7387\u5f80\u5f80\u51b3\u5b9a\u4e86\u7a81\u7834\u7684\u901f\u5ea6\u3002Google Research \u8fd1\u671f\u63a8\u51fa\u7684\u5f00\u6e90\u5e93 Kauldron\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u75db\u70b9\u800c\u751f\u3002\u4f5c\u4e3a\u4e00\u4e2a\u4e13\u4e3a JAX \u6846\u67b6\u8bbe\u8ba1\u7684\u8bad\u7ec3\u5e93\uff0cKauldron \u4e0d\u4ec5\u4ec5\u63d0\u4f9b\u4e86\u52a0\u901f\u8bad\u7ec3\u7684\u5e95\u5c42\u7b97\u5b50\uff0c\u66f4\u5728\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3001\u6a21\u5757\u5316\u4ee5\u53ca\u5b9e\u9a8c\u914d\u7f6e\u7684\u7ba1\u7406\u4e0a\u505a\u51fa\u4e86\u5927\u80c6\u7684\u521b\u65b0\u5c1d\u8bd5\u3002\u901a\u8fc7\u5f15\u5165 `konfig`\u3001`kontext` \u548c `ktyping` \u7b49\u6838\u5fc3\u7ec4\u4ef6\uff0cKauldron \u5c06\u590d\u6742\u7684 JAX \u7f16\u7a0b\u8303\u5f0f\u8f6c\u5316\u4e3a\u66f4\u52a0\u76f4\u89c2\u7684\u201cPlain Data\u201d\u548c\u201cString Wiring\u201d\u6a21\u5f0f\uff0c\u4e3a\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u5957\u4ece\u914d\u7f6e\u5230\u8bad\u7ec3\u7684\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><strong>\u544a\u522b\u7e41\u7410\u914d\u7f6e\uff1akonfig \u7684\u6570\u636e\u9a71\u52a8\u54f2\u5b66<\/strong><\/p>\n<p>\u5728\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u5b9e\u9a8c\u4e2d\uff0c\u914d\u7f6e\u7ba1\u7406\u5f80\u5f80\u662f\u6700\u4ee4\u4eba\u5934\u75bc\u7684\u90e8\u5206\u3002\u7814\u7a76\u4eba\u5458\u7ecf\u5e38\u9700\u8981\u5728\u590d\u6742\u7684\u914d\u7f6e\u6587\u4ef6\u3001\u786c\u7f16\u7801\u53c2\u6570\u4ee5\u53ca\u73af\u5883\u53d8\u91cf\u4e4b\u95f4\u5207\u6362\uff0c\u8fd9\u4e0d\u4ec5\u5bb9\u6613\u51fa\u9519\uff0c\u8fd8\u4e25\u91cd\u62d6\u6162\u4e86\u5b9e\u9a8c\u8fed\u4ee3\u7684\u901f\u5ea6\u3002Kauldron \u4e2d\u7684 `konfig` \u6a21\u5757\u5f7b\u5e95\u6539\u53d8\u4e86\u8fd9\u4e00\u73b0\u72b6\u3002\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u5c06\u5b9e\u9a8c\u914d\u7f6e\u76f4\u63a5\u8f6c\u5316\u4e3a\u7b80\u5355\u7684 Python \u5b57\u5178\u3002\u8fd9\u79cd\u8bbe\u8ba1\u7406\u5ff5\u88ab\u79f0\u4e3a\u201cPlain Data\u201d\uff0c\u5373\u6240\u6709\u914d\u7f6e\u9879\u90fd\u662f\u53ef\u8bfb\u3001\u53ef\u5199\u4e14\u53ef\u5e8f\u5217\u5316\u7684\u539f\u751f\u6570\u636e\u7ed3\u6784\u3002\u8fd9\u610f\u5473\u7740\u7814\u7a76\u4eba\u5458\u4e0d\u518d\u9700\u8981\u5b66\u4e60\u7279\u5b9a\u7684\u914d\u7f6e\u6587\u4ef6\u8bed\u6cd5\uff0c\u800c\u662f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528 Python \u7684\u539f\u751f\u7279\u6027\u6765\u7ba1\u7406\u5b9e\u9a8c\u53c2\u6570\uff0c\u4ece\u800c\u6781\u5927\u5730\u63d0\u5347\u4e86\u914d\u7f6e\u7684\u53ef\u7ef4\u62a4\u6027\u548c\u8c03\u8bd5\u6548\u7387\u3002<\/p>\n<p><strong>\u7ec4\u4ef6\u89e3\u8026\uff1akontext \u7684 String Wiring \u673a\u5236<\/strong><\/p>\n<p>\u9664\u4e86\u914d\u7f6e\u7ba1\u7406\uff0c\u6a21\u578b\u7ec4\u4ef6\u4e4b\u95f4\u7684\u8fde\u63a5\u65b9\u5f0f\u4e5f\u662f\u5f71\u54cd\u4ee3\u7801\u7ed3\u6784\u7684\u5173\u952e\u56e0\u7d20\u3002\u5728\u8bb8\u591a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u4e2d\uff0c\u7ec4\u4ef6\u8fde\u63a5\u901a\u5e38\u9700\u8981\u7f16\u5199\u5927\u91cf\u7684\u6837\u677f\u4ee3\u7801\uff0c\u5bfc\u81f4\u4ee3\u7801\u903b\u8f91\u4e0e\u67b6\u6784\u8bbe\u8ba1\u7d27\u5bc6\u8026\u5408\uff0c\u96be\u4ee5\u4fee\u6539\u3002Kauldron \u5f15\u5165\u4e86 `kontext` \u6982\u5ff5\uff0c\u901a\u8fc7\u201cString Wiring\u201d\u673a\u5236\u6765\u8fde\u63a5\u4e0d\u540c\u7684\u7ec4\u4ef6\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5f00\u53d1\u8005\u4e0d\u518d\u9700\u8981\u5728\u4ee3\u7801\u4e2d\u663e\u5f0f\u5730\u7f16\u5199\u7ec4\u4ef6\u95f4\u7684\u8fde\u7ebf\u903b\u8f91\uff0c\u800c\u662f\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u5b57\u7b26\u4e32\u8def\u5f84\uff08String Paths\uff09\u6765\u63cf\u8ff0\u7ec4\u4ef6\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5c06\u67b6\u6784\u5b9a\u4e49\u4e0e\u5177\u4f53\u5b9e\u73b0\u5206\u79bb\uff0c\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u50cf\u642d\u79ef\u6728\u4e00\u6837\u7075\u6d3b\u5730\u91cd\u7ec4\u6a21\u578b\u7ed3\u6784\uff0c\u800c\u65e0\u9700\u6df1\u5165\u4fee\u6539\u5e95\u5c42\u7684\u8fde\u63a5\u4ee3\u7801\u3002\u8fd9\u79cd\u9ad8\u5ea6\u7684\u6a21\u5757\u5316\u7279\u6027\uff0c\u5bf9\u4e8e\u6784\u5efa\u590d\u6742\u7684\u3001\u53ef\u590d\u7528\u7684\u7814\u7a76\u539f\u578b\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n<p><strong>\u8fd0\u884c\u65f6\u5b89\u5168\uff1aktyping \u7684\u7c7b\u578b\u68c0\u67e5\u4fdd\u969c<\/strong><\/p>\n<p>JAX \u6846\u67b6\u4ee5\u5176\u5f3a\u5927\u7684\u51fd\u6570\u5f0f\u7f16\u7a0b\u7279\u6027\u548c\u81ea\u52a8\u5fae\u5206\u80fd\u529b\u8457\u79f0\uff0c\u4f46\u5176\u9759\u6001\u56fe\u7279\u6027\u4e5f\u610f\u5473\u7740\u9519\u8bef\u5f80\u5f80\u5728\u8fd0\u884c\u65f6\u624d\u4f1a\u66b4\u9732\u3002\u4e3a\u4e86\u5f25\u8865\u8fd9\u4e00\u7f3a\u9677\uff0cKauldron \u96c6\u6210\u4e86 `ktyping` \u6a21\u5757\uff0c\u4e13\u6ce8\u4e8e\u5728\u8fd0\u884c\u65f6\u6267\u884c\u4e25\u683c\u7684\u5f62\u72b6\u68c0\u67e5\u3002\u5728\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e2d\uff0c\u5f20\u91cf\u7684\u7ef4\u5ea6\u4e0d\u5339\u914d\u5f80\u5f80\u662f\u5bfc\u81f4\u8bad\u7ec3\u5d29\u6e83\u7684\u5e38\u89c1\u539f\u56e0\u3002`ktyping` \u80fd\u591f\u5728\u8bad\u7ec3\u5f00\u59cb\u524d\u5c31\u6355\u83b7\u8fd9\u4e9b\u6f5c\u5728\u7684\u9519\u8bef\uff0c\u5f3a\u5236\u6267\u884c\u4e25\u683c\u7684\u7c7b\u578b\u7ea6\u675f\u3002\u8fd9\u79cd\u673a\u5236\u4e0d\u4ec5\u51cf\u5c11\u4e86\u8c03\u8bd5\u65f6\u95f4\uff0c\u8fd8\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u5065\u58ee\u6027\uff0c\u786e\u4fdd\u7814\u7a76\u4eba\u5458\u80fd\u591f\u4e13\u6ce8\u4e8e\u7b97\u6cd5\u521b\u65b0\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u88ab\u7410\u788e\u7684\u5f62\u72b6\u9519\u8bef\u6240\u56f0\u6270\u3002<\/p>\n<p><strong>\u53ef\u8bfb\u5230\u5e95\u5c42\u7684 JAX \u8bad\u7ec3\u5668<\/strong><\/p>\n<p>Kauldron \u7684\u6700\u7ec8\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u201c\u4f60\u53ef\u4ee5\u4ece\u5934\u8bfb\u5230\u5c3e\u201d\u7684 JAX \u8bad\u7ec3\u5668\u3002\u8fd9\u610f\u5473\u7740\u6574\u4e2a\u8bad\u7ec3\u6d41\u7a0b\u7684\u4ee3\u7801\u662f\u900f\u660e\u4e14\u6613\u4e8e\u7406\u89e3\u7684\uff0c\u4ece\u6570\u636e\u52a0\u8f7d\u3001\u9884\u5904\u7406\u5230\u6a21\u578b\u5b9a\u4e49\u3001\u635f\u5931\u8ba1\u7b97\uff0c\u6bcf\u4e00\u5c42\u903b\u8f91\u90fd\u6e05\u6670\u53ef\u89c1\u3002\u8fd9\u79cd\u900f\u660e\u5ea6\u5bf9\u4e8e\u5b66\u672f\u7814\u7a76\u81f3\u5173\u91cd\u8981\uff0c\u5b83\u4e0d\u4ec5\u6709\u52a9\u4e8e\u590d\u73b0\u5b9e\u9a8c\u7ed3\u679c\uff0c\u8fd8\u80fd\u65b9\u4fbf\u7814\u7a76\u4eba\u5458\u5bf9\u8bad\u7ec3\u8fc7\u7a0b\u8fdb\u884c\u5fae\u8c03\u3002\u901a\u8fc7\u5c06\u590d\u6742\u7684\u5e95\u5c42 JAX \u64cd\u4f5c\u5c01\u88c5\u5728\u6613\u4e8e\u7406\u89e3\u7684\u62bd\u8c61\u5c42\u4e4b\u4e0b\uff0cKauldron \u964d\u4f4e\u4e86\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u51c6\u5165\u95e8\u69db\uff0c\u8ba9\u66f4\u591a\u7684\u7814\u7a76\u4eba\u5458\u80fd\u591f\u9ad8\u6548\u5730\u5229\u7528 JAX \u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n<p><strong>\u884c\u4e1a\u5f71\u54cd\u4e0e\u5e94\u7528\u5c55\u671b<\/strong><\/p>\n<p>Kauldron \u7684\u51fa\u73b0\u6807\u5fd7\u7740\u6df1\u5ea6\u5b66\u4e60\u5de5\u5177\u94fe\u6b63\u5728\u5411\u66f4\u52a0\u201c\u4ee5\u4eba\u4e3a\u672c\u201d\u7684\u65b9\u5411\u53d1\u5c55\u3002\u968f\u7740 AI \u6a21\u578b\u7684\u65e5\u76ca\u590d\u6742\uff0c\u5de5\u5177\u7684\u5f00\u53d1\u8005\u4f53\u9a8c\uff08DX\uff09\u53d8\u5f97\u4e0e\u7b97\u6cd5\u6027\u80fd\u540c\u6837\u91cd\u8981\u3002Kauldron \u63d0\u4f9b\u7684\u8fd9\u5957\u5de5\u5177\u7ec4\u5408\uff0c\u4e0d\u4ec5\u9002\u7528\u4e8e\u5b66\u672f\u754c\u7684\u57fa\u7840\u7814\u7a76\uff0c\u4e5f\u4e3a\u5de5\u4e1a\u754c\u7684\u9ad8\u6027\u80fd\u6a21\u578b\u5b9e\u9a8c\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u3002\u5b83\u9f13\u52b1\u5f00\u53d1\u8005\u91c7\u7528\u66f4\u52a0\u89e3\u8026\u3001\u53ef\u914d\u7f6e\u7684\u7f16\u7a0b\u98ce\u683c\uff0c\u8fd9\u5728\u5904\u7406\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3\u6216\u8d85\u53c2\u6570\u641c\u7d22\u65f6\u5c06\u53d1\u6325\u5de8\u5927\u7684\u4f18\u52bf\u3002\u968f\u7740 JAX \u751f\u6001\u7cfb\u7edf\u7684\u4e0d\u65ad\u6210\u719f\uff0c\u50cf Kauldron \u8fd9\u6837\u7684\u5e93\u5c06\u6210\u4e3a\u63a8\u52a8\u4e0b\u4e00\u4ee3 AI \u7814\u7a76\u7684\u91cd\u8981\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p><em>\u4fe1\u606f\u6765\u6e90\uff1aMarkTechPost\uff0c\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.marktechpost.com\/2026\/10\/01\/a-coding-guide-to-google-researchs-kauldron-configs-that-are-plain-data-components-wired-by-string-and-a-jax-trainer-you-can-read-end-to-end\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">https:\/\/www.marktechpost.com\/2026\/10\/01\/a-coding-guide-to-google-researchs-kauldron-configs-that-are-plain-data-components-wired-by-string-and-a-jax-trainer-you-can-read-end-to-end\/<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google Research \u53d1\u5e03\u5f00\u6e90\u5e93 Kauldron\uff0c\u65e8\u5728\u63d0\u5347 JAX \u6a21\u578b\u8bad\u7ec3\u7684\u7814\u7a76\u6548\u7387\u4e0e\u6a21\u5757\u5316\u7a0b\u5ea6\u3002\u8be5\u5e93\u901a\u8fc7 konfig\u3001kontext \u548c ktyping \u7b49\u5de5\u5177\uff0c\u7b80\u5316\u4e86\u914d\u7f6e\u7ba1\u7406\u548c\u7ec4\u4ef6\u8fde\u63a5\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[1099,1098,1100,36,1048],"class_list":["post-5365","post","type-post","status-publish","format-standard","hentry","category-tools","tag-google-research","tag-jax","tag-1100","tag-36","tag-1048"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google Research \u63a8\u51fa Kauldron\uff1a\u901a\u8fc7 Plain Data \u548c String Wiring \u91cd\u5851 JAX \u7814\u7a76\u4f53\u9a8c - OAIDO AI<\/title>\n<meta name=\"description\" content=\"Google Research \u53d1\u5e03\u5f00\u6e90\u5e93 Kauldron\uff0c\u65e8\u5728\u63d0\u5347 JAX 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