{"id":102437,"date":"2026-09-08T20:01:00","date_gmt":"2026-09-08T12:01:00","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/102437.html"},"modified":"2026-09-08T20:01:00","modified_gmt":"2026-09-08T12:01:00","slug":"claude-fable5-%e5%af%b9%e6%98%87%e8%85%be%e7%9f%a5%e8%af%86%e5%9b%be%e8%b0%b1%e7%9a%84%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/102437.html","title":{"rendered":"Claude Fable5 \u5bf9\u6607\u817e\u77e5\u8bc6\u56fe\u8c31\u7684\u8bc4\u6d4b\u62a5\u544a"},"content":{"rendered":"<p>\u4e00\u53e5\u8bdd\u8ba9Agent\u53d8\u6210\u6607\u817e\u4e13\u5bb6&#xff0c;\u4e0d\u5fc5\u518d\u627e\u4eba\u95ee\u4e86\u3002\u8bc4\u6d4b\u5165\u53e3&#xff1a; &#xff08;To Agent&#xff09;\u8bf7\u6309\u8fd9\u4e2a\u5f00\u6e90\u4ed3\u63a5\u5165\u6607\u817e\u56fe\u8c31 https:\/\/gitcode.com\/agent0\/kg-tools<\/p>\n<p>\u53cd\u9988\u7c7b\u578b&#xff1a; \u4f7f\u7528\u8bc4\u6d4b &#043; \u6539\u8fdb\u5efa\u8bae<\/p>\n<p>\u8bc4\u6d4b\u573a\u666f&#xff1a; Claude Code \u81ea\u4e3b\u5b8c\u6210 Ascend C \u7b97\u5b50\u5f00\u53d1&#xff08;\u4ece\u96f6\u5230\u5b98\u65b9\u6570\u636e\u96c6\u901a\u8fc7&#xff09;<\/p>\n<p>\u8bc4\u6d4b\u65f6\u95f4&#xff1a; 2026-08-12 ~ 08-13<\/p>\n<p>\u73af\u5883&#xff1a; 8\u00d7Ascend 910B2&#xff08;64GBHBM\/\u5361&#xff09;\u00b7 openEuler 22.03 LTS-SP3 \u00b7 aarch64 \u00b7 CANN 9.1.0-beta.3&#xff08;bisheng clang15.0.5&#xff09;<\/p>\n<p>Agent&#xff1a; Claude Code &#043; Fable 5&#xff08;\u81ea\u4e3b\u6a21\u5f0f&#xff0c;\u5168\u7a0b\u65e0\u4eba\u5de5\u6539\u7801&#xff09;<\/p>\n<h4>\u4e00\u3001\u8bc4\u6d4b\u65b9\u6cd5\u4e0e\u603b\u4f53\u7ed3\u8bba<\/h4>\n<p>\u53c2\u7167 Anthropic \u5728 AMD MI355X \u4e0a&#034;Agent \u81ea\u4e3b bring-up &#043; \u8c03\u4f18&#034;\u7684\u6a21\u5f0f&#xff0c;\u6211\u4eec\u5728\u6607\u817e\u5e73\u53f0\u505a\u4e86\u4e00\u6b21\u540c\u6784\u5b9e\u9a8c&#xff1a;\u8ba9 Claude Code \u63a5\u5165 kg-tools&#xff0c;\u6309\u300c\u5148\u67e5 KG \u540e\u884c\u52a8\u300d\u7684\u6d41\u7a0b&#xff0c;\u4ece\u96f6\u5f00\u53d1Softmax \u7b97\u5b50&#xff0c;\u4ee5 cann-bench level2\/softmax \u5b98\u65b9\u6570\u636e\u96c6\u4e3a\u9a8c\u6536\u6807\u51c6\u3002<\/p>\n<p>\u7ed3\u679c&#xff1a;\u4e24\u5929\u5185\u8d70\u901a&#034;\u63a5\u5165\u8bc4\u4f30 \u2192 \u670d\u52a1\u5668\u6253\u901a \u2192 \u7b97\u5b50\u5f00\u53d1&#034;\u4e09\u7ea7\u9a8c\u8bc1&#xff0c;\u6700\u7ec8 20\/20 \u7528\u4f8b\u5168\u90e8\u901a\u8fc7 &#xff08;\u4efb\u610f dim \u542b dim&#061;0\u3001fp32\/fp16\/bf16\u30012D\/5D\u3001\u8d28\u6570\u975e\u5bf9\u9f50 shape\u3001\u00b1inf\/NaN\/\u5168\u96f6\u53ca fp16 \u8fb9\u754c\u503c&#xff1b;\u5224\u636e\u4e3a desc.md \u5f15\u7528\u7684\u300a\u751f\u6001\u7b97\u5b50\u5f00\u6e90\u7cbe\u5ea6\u6807\u51c6\u300b\u5b98\u65b9\u6df7\u5408\u5bb9\u5dee&#xff0c;\u5168\u90e8\u7528\u4f8bmatched_ratio&#061;100%&#xff0c;\u6700\u5dee max_abs \u6bd4\u6807\u51c6\u4e0a\u9650\u4f4e 4~5 \u4e2a\u6570\u91cf\u7ea7&#xff09;\u3002\u6027\u80fd\u4e0a&#xff0c;AR \u8def\u5f84 fp32\u8fbe 1.3 TB\/s \u6709\u6548\u5e26\u5bbd&#xff08;\u7ea6 HBM 80%&#xff09;\u3002<\/p>\n<p>\u603b\u4f53\u7ed3\u8bba&#xff1a;kg-tools \u80fd\u663e\u8457\u964d\u4f4e&#034;Agent \u505a\u6607\u817e\u5f00\u53d1&#034;\u7684\u95e8\u69db&#xff0c;\u662f\u5f53\u524d\u6607\u817e\u751f\u6001\u4e2d\u5bf9 Agent \u6700\u53cb\u597d\u7684\u77e5\u8bc6\u57fa\u7840\u8bbe\u65bd&#xff1b;\u4f46\u5b83\u7684\u6b63\u786e\u5b9a\u4f4d\u662f&#034;\u9886\u822a\u56fe&#034;\u800c\u975e&#034;\u6743\u5a01\u624b\u518c&#034;\u2014\u2014\u5fc5\u987b\u4e0e&#034;\u672c\u673a\u5934\u6587\u4ef6\u505a API\u88c1\u51b3\u3001\u4e0a\u677f\u7ed3\u679c\u505a\u6700\u7ec8\u88c1\u51b3&#034;\u914d\u5408\u4f7f\u7528\u3002\u672c\u6b21\u5b9e\u9a8c\u8d70\u901a\u7684\u5de5\u4f5c\u6a21\u5f0f\u662f&#xff1a;KG \u51fa\u7ebf\u7d22 \u2192 \u672c\u5730\u5b9e\u8bc1\u590d\u6838 \u2192 \u786c\u4ef6\u88c1\u51b3&#xff0c;\u5355\u9760 KG \u6216\u5355\u9760\u672c\u5730\u6478\u7d22\u90fd\u5230\u4e0d\u4e86 20\/20\u3002<\/p>\n<h4>\u4e8c\u3001\u5b9e\u6d4b\u786e\u8ba4\u7684\u5f3a\u9879&#xff08;\u9644\u8bc1\u636e&#xff09;<\/h4>\n<li>\n<p>\u68c0\u7d22\u8d28\u91cf\u9ad8\u4e14\u7a33\u5b9a\u3002\u4e24\u4e2a\u5e76\u884c\u8c03\u7814 subagent \u5171\u53d1\u8d77 25 \u6b21\u8bed\u4e49\u68c0\u7d22&#xff0c;\u5168\u90e8\u9996\u53d1\u547d\u4e2d&#xff08;\u76f8\u5173\u5ea6&gt;0.83&#xff09;&#xff0c;\u65e0\u4e00\u9700\u8981\u6539\u5199\u67e5\u8be2\u8bcd\u91cd\u8bd5\u3002\u5b98\u65b9\u6a21\u677f&#xff08;SoftmaxV2 AR-FullLoad \/ \u5728\u7ebf softmax&#xff09;\u3001DataCopyPad \u6743\u5a01\u6587\u6863\u5747\u76f4\u63a5\u53ef\u7528\u3002<\/p>\n<\/li>\n<li>\n<p>\u68c0\u7d22\u7c92\u5ea6\u53ef\u8fbe\u7b7e\u540d\u7ea7\u3002\u5b98\u65b9 API \u6587\u6863\u542b\u51fd\u6570\u539f\u578b\u539f\u6587\u4e0e\u9010\u82af\u7247\u652f\u6301\u77e9\u9635&#xff1b;\u7b97\u5b50\u6837\u4f8b\u53ef\u5b9a\u4f4d\u5230\u5177\u4f53\u6587\u4ef6&#xff1b;\u62a5\u9519\u7801 EZ9999 \u53ef\u547d\u4e2d\u771f\u5b9e issue \u5168\u6587&#xff08;vllm-ascend #2918&#xff0c;\u542b\u5b8c\u6574\u5904\u7f6e\u8fc7\u7a0b&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u9677\u9631\u77e5\u8bc6\u4e0e\u771f\u5b9e issue \u5e93\u662f\u72ec\u6709\u589e\u91cf\u3002\u8fd9\u90e8\u5206\u662f\u901a\u7528\u5927\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u4e2d\u6ca1\u6709\u7684\u5185\u5bb9&#xff0c;\u4e5f\u662f\u672c\u6b21\u5b9e\u9a8c\u4e2d\u4ef7\u503c\u6700\u9ad8\u7684\u90e8\u5206\u3002\u4e09\u4e2a\u5b9e\u4f8b&#xff1a;<\/p>\n<\/li>\n<ul>\n<li>\u300cReduce\/\u5411\u91cf\u7b97\u5b50\u7684 count \u7528\u6709\u6548\u957f\u5ea6\u3001UB \u5bfb\u5740\u7528\u5bf9\u9f50\u957f\u5ea6\u300d\u94c1\u5f8b&#xff08;patterns.md&#xff09;\u2014\u2014\u7cbe\u5ea6\u9519\u8bef\u7684\u5934\u53f7\u6765\u6e90&#xff0c;\u4e14\u6211\u4eec\u540e\u7eed\u9047\u5230\u7684\u5c3e tile \u884c\u8ddd bug \u6b63\u662f\u5b83\u7684\u66f4\u9690\u853d\u53d8\u4f53&#xff08;UB \u884c\u8ddd\u6309\u5b9e\u9645\u642c\u8fd0\u5bbd\u5ea6 32B \u5bf9\u9f50&#xff0c;\u6309\u6ee1\u5bbd\u5bfb\u5740\u5728\u5c3e tile \u9519\u4f4d&#xff0c;\u4ec5 fp16 \u7279\u5b9a\u5c3e\u5bbd\u89e6\u53d1&#xff09;&#xff1b;<\/li>\n<li>P25 \u9677\u9631\u5361&#xff1a;padding \u503c\u6c61\u67d3 ReduceMax&#xff0c;\u6c42 max \u5fc5\u987b\u53ea\u7b97\u6709\u6548\u5143\u7d20;<\/li>\n<li>\u67b6\u6784\u884c\u4e3a\u5206\u53c9\u6807\u6ce8&#xff1a;Subs \u7075\u6d3b\u6807\u91cf\u4f4d\u3001ExpConfig\u3001\u514d sharedTmpBuffer \u5747\u4e3a 950\/A2\u4e13\u5c5e&#xff0c;910B2 \u987b\u7528 Adds(-max) \u7b49\u7ecf\u5178\u7b49\u4ef7\u5199\u6cd5\u3002 \u4e0d\u67e5 KG&#xff0c;\u8fd9\u4e09\u6761\u4e2d\u4efb\u4f55\u4e00\u6761\u90fd\u53ef\u80fd\u6d88\u8017\u6570\u5c0f\u65f6\u7684\u8c03\u8bd5\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<li>\n<p>\u6280\u80fd\u8986\u76d6\u5b8c\u6574\u3001\u7d22\u5f15\u771f\u5b9e\u3002569 \u6280\u80fd &#043; 23 Plugin\/19 \u7c7b&#xff0c;\u7b97\u5b50\u5f00\u53d1\u94fe\u6761&#xff08;\u5f00\u53d1\/Tiling\/UT\/\u7cbe\u5ea6\/\u5d29\u6e83\u8c03\u8bd5\/\u6027\u80fd&#xff09;\u7ea6 120 \u4e2a&#xff1b;\u62bd\u9a8c\u8def\u7531\u8868 10 \u4e2a node_id \u5168\u90e8\u6709\u6548\u3002<\/p>\n<\/li>\n<li>\n<p>\u63a5\u5165\u5f62\u6001\u6210\u719f\u3002skills \u76ee\u5f55\u5305 &#043; \u4e91\u7aef REST&#xff0c;Agent \u4fa7\u4ec5\u4e09\u4e2a\u6587\u4ef6\u3001\u96f6 Python \u4f9d\u8d56&#xff1b;\u5b89\u88c5\u811a\u672c&#xff08;441 \u884c&#xff0c;\u5df2\u9010\u884c\u5ba1\u67e5&#xff09;\u7eaf\u6587\u4ef6\u62f7\u8d1d\u3001\u65e0\u7f51\u7edc\u4e0b\u8f7d\u3001\u65e0\u4efb\u610f\u4ee3\u7801\u6267\u884c\u3001\u53ef\u5b8c\u6574\u56de\u9000\u3002\u8fd9\u4e2a\u5de5\u7a0b\u5f62\u6001\u5bf9\u591a Agent \u751f\u6001\u5f88\u53cb\u597d\u3002<\/p>\n<\/li>\n<h4>\u4e09\u3001\u77ed\u677f\u4e0e\u6539\u8fdb\u5efa\u8bae&#xff08;\u6309\u4f18\u5148\u7ea7\u6392\u5e8f&#xff09;<\/h4>\n<h5>P0&#xff1a;\u9a8c\u8bc1\u72b6\u6001\u5143\u6570\u636e\u7f3a\u5931\u3002<\/h5>\n<p>\u62bd\u67e5 10 \u4e2a\u6280\u80fd &#043; 10 \u6761\u56fe\u8c31\u8282\u70b9&#xff0c;0\/20 \u542b\u4efb\u4f55\u9a8c\u8bc1\u6807\u6ce8\u2014\u2014\u6280\u80fdfrontmatter \u4ec5 name\/description&#xff0c;\u8282\u70b9 schema \u56fa\u5b9a 10 \u5b57\u6bb5\u4e2d\u65e0\u9a8c\u8bc1\u72b6\u6001\u3001\u65e0\u9002\u7528\u7248\u672c\u3002\u5efa\u8bae\u6bcf\u6761\u77e5\u8bc6\u81f3\u5c11\u589e\u52a0\u4e09\u4e2a\u5b57\u6bb5&#xff1a;\u9a8c\u8bc1\u72b6\u6001&#xff08;CI \u5df2\u9a8c\u8bc1 \/ \u793e\u533a\u8d21\u732e\u672a\u9a8c\u8bc1&#xff09;\u3001\u9002\u7528 CANN \u7248\u672c\u8303\u56f4\u3001\u9002\u7528\u82af\u7247\u578b\u53f7\u3002\u8fd9\u662f\u65e0\u4eba\u503c\u5b88\u573a\u666f\u7684\u6700\u5927\u969c\u788d&#xff1a;Agent \u65e0\u6cd5\u533a\u5206\u6743\u5a01\u77e5\u8bc6\u4e0e\u8fc7\u671f\u77e5\u8bc6&#xff0c;\u53ea\u80fd\u5bf9\u6bcf\u6761\u5185\u5bb9\u505a\u7f16\u8bd1&#043;\u4e0a\u677f\u5b9e\u8bc1&#xff0c;\u62b5\u6d88\u4e86\u76f8\u5f53\u4e00\u90e8\u5206\u68c0\u7d22\u6548\u7387\u4f18\u52bf\u3002\u8fd9\u4e5f\u662f\u6295\u5165\u4ea7\u51fa\u6bd4\u6700\u9ad8\u7684\u4e00\u9879\u6539\u8fdb\u3002<\/p>\n<h5>P1&#xff1a;\u7248\u672c\u5207\u9762\u7f3a\u5931\u3002<\/h5>\n<p>\u6587\u6863\u722c\u53d6\u5bf9\u9f50 hiascend \u201clatest\u201d&#xff0c;\u4e0e CANN \u7248\u672c\u53d1\u5e03\u4e0d\u8054\u52a8&#xff1b;\u6a21\u677f\u793a\u4f8b\u4ee3\u7801\u504f\u65b0\u67b6\u6784&#xff08;Reg VF \/ MicroAPI \u98ce\u683c&#xff09;\u3002\u5b9e\u6d4b\u5f71\u54cd&#xff1a;KG \u7ed9\u51fa\u7684 VF \u98ce\u683c\u6a21\u677f CMake \u9650\u5b9a dav-3510&#xff0c;910B2 \u65e0\u6cd5\u7f16\u8bd1&#xff0c;\u9700\u4eba\u5de5\u7b49\u4ef7\u6539\u5199\u4e3a\u7ecf\u5178 Vector API\u3002\u7406\u60f3\u65b9\u6848\u662f\u6309 CANN \u7248\u672c\u5206\u7247&#xff1b;\u6700\u4f4e\u9650\u5ea6&#xff0c;\u8bf7\u4e3a\u4ee3\u7801\u6a21\u677f\u4e0e API \u6761\u76ee\u6253\u4e0a\u67b6\u6784\/\u7248\u672c\u6807\u7b7e&#xff08;\u4e0e P0 \u7684\u5143\u6570\u636e\u53ef\u5408\u5e76\u5b9e\u65bd&#xff09;\u3002<\/p>\n<h5>P2&#xff1a;\u4e91\u7aef\u5355\u70b9 &#043; \u5171\u4eab\u9650\u6d41\u4e0d\u652f\u6301\u957f\u4efb\u52a1\u3002<\/h5>\n<p>KG \u672c\u4f53\u5728\u4e91\u7aef&#xff08;\u5b9e\u6d4b 5,339,393 \u8282\u70b9&#xff09;&#xff0c;\u5171\u4eab\u6d4b\u8bd5 Key\u9650 5 RPS\u3002\u77ed\u4efb\u52a1\u65e0\u788d&#xff0c;\u4f46\u8fc7\u591c\/\u5468\u672b\u7ea7\u65e0\u4eba\u503c\u5b88\u4efb\u52a1\u4e2d&#xff0c;\u9650\u6d41\u6216\u670d\u52a1\u4e0d\u53ef\u7528\u4f1a\u4f7f Agent \u9000\u5316\u4e3a\u88f8\u6a21\u578b\u3002\u5efa\u8bae&#xff1a;\u63d0\u4f9b\u5b98\u65b9\u79bb\u7ebf\u5feb\u7167\u5305\u6216\u672c\u5730\u7f13\u5b58\u5c42&#xff08;1.6GB \u6e90\u7801\u955c\u50cf\u5df2\u5177\u96cf\u5f62&#xff0c;\u5efa\u8bae\u5c06\u9ad8\u9891\u6587\u6863\u8282\u70b9\u540c\u6837\u505a\u6210\u53ef\u4e0b\u8f7d\u5305&#xff09;&#xff1b;\u5e76\u5728\u6587\u6863\u4e2d\u660e\u793a\u4e13\u5c5e Key \u7533\u8bf7\u8def\u5f84\u3002<\/p>\n<h5>P3&#xff1a;\u5de5\u7a0b\u6bdb\u523a&#xff08;\u5747\u5df2\u5b9e\u6d4b\u8e29\u4e2d&#xff09;\u3002<\/h5>\n<ul>\n<li>\u6280\u80fd\u8d44\u6e90 id \u8f6c\u4e49\u89c4\u5219\u6587\u6863\u4e0d\u5168&#xff1a;\u5b98\u65b9\u52a0\u8f7d\u6307\u5357\u53ea\u8bf4\u660e \/ \u4e0e . \u9700\u8f6c\u4e49&#xff0c;\u5b9e\u6d4b\u8fde\u5b57\u7b26\u4e5f\u987b\u8f6c\u4e0b\u5212\u7ebf&#xff0c;\u4ee3\u4ef7\u4e3a 404\u00d73 \u540e\u8bd5\u51fa\u3002\u8bf7\u8865\u6587\u6863&#xff1b;<\/li>\n<li>\/skill\/search \u7aef\u70b9\u6052\u8fd4\u7a7a&#xff08;\u4e0e SKILL.md \u81ea\u8ff0\u4e00\u81f4\u4f46\u6613\u8bef\u5bfc&#xff09;&#xff0c;\u5efa\u8bae\u4e0b\u7ebf\u8be5\u7aef\u70b9\u6216\u4fee\u590d&#xff1b;<\/li>\n<li>CSV \u7c7b\u6570\u636e\u8d44\u4ea7&#xff08;\u5982 cann-bench \u7684 cases.csv&#xff09;\u4e0d\u5165\u56fe\u8c31\u3001\u955c\u50cf\u4ed3\u4ea6\u4e0d\u6536\u5f55&#xff0c;\u9700\u56de\u4e0a\u6e38\u4ed3\u5e93\u76f4\u53d6\u3002\u5efa\u8bae\u5728\u6587\u6863\u4e2d\u5199\u660e\u8d44\u4ea7\u6536\u5f55\u8fb9\u754c&#xff1a;\u4ec0\u4e48\u5165\u56fe\u3001\u4ec0\u4e48\u4e0d\u5165\u3001\u4e0d\u5165\u7684\u53bb\u54ea\u627e\u3002<\/li>\n<\/ul>\n<h5>P4&#xff1a;\u9762\u5411 Agent \u7684\u5931\u8d25\u964d\u7ea7\u6307\u5f15\u53ef\u4ee5\u66f4\u8fdb\u4e00\u6b65\u3002<\/h5>\n<p>SKILL.md 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