{"id":36739,"date":"2025-01-17T16:00:15","date_gmt":"2025-01-17T08:00:15","guid":{"rendered":"https:\/\/17aitech.com\/?p=36739"},"modified":"2025-01-17T16:00:15","modified_gmt":"2025-01-17T08:00:15","slug":"%e7%99%bb%e4%b8%8anature%e7%9a%84ai%e8%8a%af%e7%89%87%e8%ae%be%e8%ae%a1%e5%b1%a1%e9%81%ad%e8%b4%a8%e7%96%91%ef%bc%8c%e8%b0%b7%e6%ad%8c%e5%8f%91%e6%96%87%e5%8f%8d%e5%87%bb%ef%bc%8cjeff-dean%ef%bc%9a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36739","title":{"rendered":"\u767b\u4e0aNature\u7684AI\u82af\u7247\u8bbe\u8ba1\u5c61\u906d\u8d28\u7591\uff0c\u8c37\u6b4c\u53d1\u6587\u53cd\u51fb\uff0cJeff Dean\uff1a\u8d28\u7591\u8005\u8fde\u9884\u8bad\u7ec3\u90fd\u6ca1\u505a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-19-7\" target=\"_blank\">\u767b\u4e0aNature\u7684AI\u82af\u7247\u8bbe\u8ba1\u5c61\u906d\u8d28\u7591\uff0c\u8c37\u6b4c\u53d1\u6587\u53cd\u51fb\uff0cJeff Dean\uff1a\u8d28\u7591\u8005\u8fde\u9884\u8bad\u7ec3\u90fd\u6ca1\u505a<\/a><\/p>\n<section>\u7ec8\u4e8e\uff0c\u9762\u5bf9\u8fd1\u5e74\u6765\u5bf9\u81ea\u5bb6\u81ea\u52a8 AI \u82af\u7247\u8bbe\u8ba1\u7814\u7a76\u7684\u8d28\u7591\uff0c\u8c37\u6b4c\u5750\u4e0d\u4f4f\u4e86\uff0c\u53d1\u6587\u56de\u5e94\uff01\u8bba\u6587\u4f5c\u8005\u4e2d\u5305\u62ec\u4e86\u8c37\u6b4c\u9996\u5e2d\u79d1\u5b66\u5bb6 Jeff Dean\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4afc31bf8004ea62057410e5cde638e0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4afc31bf8004ea62057410e5cde638e0.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2411.10053<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aThat Chip Has Sailed: A Critique of Unfounded Skepticism Around AI for Chip Design<\/p>\n<\/li>\n<\/ul>\n<section>\u6211\u4eec\u5148\u6765\u56de\u987e\u4e00\u4e0b\u4e8b\u60c5\u7684\u6765\u9f99\u53bb\u8109\uff1a<\/section>\n<section><\/section>\n<section>2020 \u5e74\uff0c\u8c37\u6b4c\u53d1\u8868\u4e86\u9884\u5370\u672c\u8bba\u6587\u300aChip Placement with Deep Reinforcement Learning\u300b\uff0c\u4ecb\u7ecd\u4e86\u5176\u8bbe\u8ba1\u82af\u7247\u5e03\u5c40\u7684\u65b0\u578b\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5 AlphaChip\u3002\u5728 2021 \u5e74\uff0c\u8fd9\u9879\u7814\u7a76\u53d1\u8868\u5728 Nature \u4e0a\u5e76\u5f00\u6e90\u4e86\u51fa\u6765\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u540e\uff0cAlphaChip \u6fc0\u53d1\u4e86 AI \u82af\u7247\u8bbe\u8ba1\u65b9\u9762\u7684\u5927\u91cf\u5de5\u4f5c\uff0c\u5e76\u5728\u8c37\u6b4c\u6bcd\u516c\u53f8 Alphabet \u4e09\u4ee3 TPU\u3001\u6570\u636e\u4e2d\u5fc3 CPU \u548c\u5176\u4ed6\u82af\u7247\u4e2d\u90e8\u7f72\uff0c\u5e76\u7531\u5916\u90e8\u82af\u7247\u5236\u9020\u5546\u6269\u5c55\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8cd2c0562283a9fbbf96fb27641cbe99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8cd2c0562283a9fbbf96fb27641cbe99.png\"><\/a><\/section>\n<section>\u7136\u800c\uff0cISPD 2023 \u4e0a\u7684\u4e00\u7bc7\u8bba\u6587\u5bf9\u8c37\u6b4c AlphaChip \u7684\u6027\u80fd\u63d0\u51fa\u4e86\u8d28\u7591\uff08Cheng \u7b49\u4eba\uff09\uff0c\u8bba\u6587\u6307\u51fa\uff0c\u5c3d\u7ba1\u8c37\u6b4c\u627f\u8bfa\u4f1a\u63d0\u4f9b\u6570\u636e\u548c\u4ee3\u7801\uff0c\u4f46\u5b9e\u9645\u4e0a\u8fd9\u4e9b\u8d44\u6e90\u5e76\u4e0d\u5b8c\u5168\u53ef\u7528\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7e65f168ef6f73b8133d1a08ba72383c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-7e65f168ef6f73b8133d1a08ba72383c.png\"><\/a><\/section>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2302.11014<\/section>\n<section><\/section>\n<section>Cheng \u7b49\u4eba\u8fd8\u8ba4\u4e3a\u57fa\u4e8e\u8c37\u6b4c\u7684 Circuit Training\uff08CT\uff09\u6846\u67b6\u7684 AlphaChip \u548c\u300aNature\u300b\u8bba\u6587\u5b58\u5728\u51e0\u9879\u4e0d\u4e00\u81f4\uff1a\u5982\u8f93\u5165\u7f51\u8868\u7684\u9884\u653e\u7f6e\u4fe1\u606f\u3001\u4ee3\u7406\u6210\u672c\u51fd\u6570\u7684\u6743\u91cd\u8bbe\u7f6e\u3001\u5b8f\u89c2\u548c\u6807\u51c6\u5355\u5143\u7fa4\u96c6\u7684\u653e\u7f6e\u89c4\u5219\u7b49\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-de640fcde2d774e760ac7facb8ba5217.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-de640fcde2d774e760ac7facb8ba5217.png\"><\/a><\/section>\n<section>\u6839\u636e\u4ed6\u4eec\u7684\u8bc4\u4f30\uff0c\u76f8\u6bd4\u6a21\u62df\u9000\u706b\u7b97\u6cd5\uff08SA\uff09\uff0c\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0cAlphaChip \u7684\u4ee3\u7406\u6210\u672c\u66f4\u9ad8\u3001HPWL \u4e5f\u4e0d\u5982 SA \u65b9\u6cd5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4e226bf348c146db3f9894802f9bb10b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4e226bf348c146db3f9894802f9bb10b.png\"><\/a><\/section>\n<section>\u4f46\u8c37\u6b4c\u65b9\u79f0\uff1a\u300c\u4ed6\u4eec\u5e76\u6ca1\u6709\u6309\u7167\u6211\u4eec Nature \u8bba\u6587\u4e2d\u63cf\u8ff0\u7684\u65b9\u6cd5\u8fd0\u884c\u3002\u300d<\/section>\n<section><\/section>\n<section>\u4f8b\u5982 Cheng \u7b49\u4eba\u7684\u8bba\u6587\u4e2d\u6ca1\u6709\u9884\u8bad\u7ec3 RL \u65b9\u6cd5\uff08\u6d88\u9664\u4e86\u4ece\u5148\u9a8c\u4e2d\u5b66\u4e60\u7684\u80fd\u529b\uff09\u3001\u4f7f\u7528\u7684\u8ba1\u7b97\u8d44\u6e90\u5c11\u5f97\u591a\uff08RL \u7ecf\u9a8c\u6536\u96c6\u5668\u51cf\u5c11 20 \u500d\uff0cGPU \u6570\u91cf\u51cf\u5c11\u4e00\u534a\uff09\u3001\u6ca1\u6709\u8bad\u7ec3\u5230\u6536\u655b\uff08\u673a\u5668\u5b66\u4e60\u6807\u51c6\u505a\u6cd5\uff09\uff0c\u5e76\u4e14\u7528\u4e8e\u8bc4\u4f30\u7684\u6d4b\u8bd5\u7528\u4f8b\u4e5f\u662f\u8fc7\u65f6\u7684\u3002<\/section>\n<section><\/section>\n<section>\u5728\u6700\u8fd1\u4e00\u671f CACM \u4e0a\uff0cSynopsys \u7684\u6770\u51fa\u67b6\u6784\u5e08 Igor Markov \u4e5f\u53d1\u8868\u4e86\u5bf9\u4e09\u7bc7\u8bba\u6587\u7684\u5143\u5206\u6790\uff0c\u5305\u62ec\u767b\u4e0a\u300aNature\u300b\u7684 AlphaChip \u539f\u8bba\u6587\u3001Cheng \u7b49\u4eba\u6295\u7a3f\u5230 ISPD \u7684\u8bba\u6587\u4ee5\u53ca Markov \u672a\u53d1\u8868\u7684\u8bba\u6587\uff0c\u603b\u7ed3\u4e86\u4eba\u4eec\u5bf9 AlphaChip \u7684\u5404\u79cd\u8d28\u7591\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-46fff3fa524b6ad64e8a165249692024.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-46fff3fa524b6ad64e8a165249692024.png\"><\/a><\/section>\n<section>\u6587\u7ae0\u5730\u5740\uff1ahttps:\/\/cacm.acm.org\/research\/reevaluating-googles-reinforcement-learning-for-ic-macro-placement\/<\/section>\n<section><\/section>\n<section>\u8c37\u6b4c\u8fd8\u62c9\u4e86\u4e00\u5f20\u65f6\u95f4\u7ebf\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f34e5cf44b15614c9392341679781b32.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f34e5cf44b15614c9392341679781b32.png\"><\/a><\/section>\n<section>\u56e0\u6b64\uff0c\u9762\u5bf9\u4ee5\u4e0a\u8d28\u7591\uff0c\u8c37\u6b4c\u901a\u8fc7\u672c\u6587\u8fdb\u884c\u4e86\u56de\u5e94\uff0c\u786e\u4fdd\u6ca1\u6709\u4eba\u56e0\u4e3a\u9519\u8bef\u7684\u539f\u56e0\u800c\u653e\u5f03\u5728\u8fd9\u4e2a\u6709\u5f71\u54cd\u529b\u7684\u9886\u57df\u7ee7\u7eed\u521b\u65b0\u3002<\/section>\n<section><\/section>\n<section>Jeff Dean \u53d1\u63a8\u8868\u793a\uff0cCheng \u7b49\u4eba\u7684\u8bba\u6587\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5e76\u6ca1\u6709\u9075\u5faa\u8c37\u6b4c\u7684\u65b9\u6cd5\uff0c\u5c24\u5176\u662f\u6ca1\u6709\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u5728\u7b97\u529b\u3001\u8bad\u7ec3\u6536\u655b\u65b9\u9762\u4e5f\u90fd\u5b58\u5728\u7f3a\u9677\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-faa9df23a3dbd3f6eced7c09566e81c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-faa9df23a3dbd3f6eced7c09566e81c3.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d2bf1c9ea91fb928a0f6e81dcc55b187.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d2bf1c9ea91fb928a0f6e81dcc55b187.png\"><\/a><\/section>\n<section>Jeff Dean \u8fd8\u8ba4\u4e3a\uff0cIgor Markov \u7684\u6587\u7ae0\u63d0\u51fa\u4e86\u542b\u84c4\u7684\u6307\u63a7\uff0c\u5b8c\u5168\u6ca1\u6709\u6839\u636e\u3002\u4ed6\u5f88\u60ca\u8bb6 Synopsys \u7adf\u7136\u60f3\u4e0e\u6b64\u4e8b\u626f\u4e0a\u5173\u7cfb\uff0c\u4e5f\u5f88\u60ca\u8bb6 CACMmag \u7adf\u7136\u8ba4\u4e3a\u53d1\u8868\u8fd9\u4e9b\u6307\u63a7\u662f\u6070\u5f53\u7684\u3002\u9664\u4e86\u4e24\u7bc7\u6709\u7f3a\u9677\u3001\u672a\u7ecf\u540c\u884c\u8bc4\u8bae\u7684\u6587\u7ae0\u4e4b\u5916\uff0c\u6ca1\u6709\u4efb\u4f55\u8bc1\u636e\u6216\u6280\u672f\u6570\u636e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5425c817bde90642828c73d78ce94113.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5425c817bde90642828c73d78ce94113.png\"><\/a><\/section>\n<section><strong>Cheng \u7b49\u4eba\u5728\u590d\u73b0\u8c37\u6b4c\u65b9\u6cd5\u65f6\u7684\u9519\u8bef<\/strong><\/section>\n<section><\/section>\n<section>Cheng \u7b49\u4eba\u5e76\u672a\u6309\u7167\u8c37\u6b4c\u5728\u300aNature\u300b\u4e2d\u7684\u63cf\u8ff0\u590d\u523b\u8bba\u6587\u4e2d\u65b9\u6cd5\uff0c\u56e0\u6b64\u4ed6\u4eec\u7684\u7ed3\u679c\u4e0d\u597d\uff0c\u5e76\u4e0d\u610f\u5916\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f\u8c37\u6b4c\u6307\u51fa\u7684\u4e3b\u8981\u9519\u8bef\uff1a<\/section>\n<section><\/section>\n<section><strong>\u672a\u5bf9\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u8fdb\u884c\u9884\u8bad\u7ec3<\/strong><\/section>\n<section><\/section>\n<section>AlphaChip \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u4ece\u5148\u9a8c\u4e2d\u5b66\u4e60\uff0c\u5373\u5728\u6b63\u5f0f\u6d4b\u8bd5\u524d\u901a\u8fc7\u300c\u7ec3\u4e60\u300d\u6a21\u5757\u4e2d\u8fdb\u884c\u9884\u8bad\u7ec3\u3002\u53bb\u9664\u8fd9\u4e00\u70b9\uff0c\u76f8\u5f53\u4e8e\u8bc4\u4f30\u4e00\u4e2a\u5b8c\u5168\u4e0d\u540c\u4e14\u6548\u679c\u53d8\u5dee\u7684\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u56fe 2 \u4e2d\u5c55\u793a\u4e86\uff1a\u8bad\u7ec3\u6570\u636e\u96c6\u8d8a\u5927\uff0cAlphaChip \u5728\u65b0\u6a21\u5757\u4e0a\u7684\u5e03\u5c40\u6548\u679c\u8d8a\u597d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32ae21cce9fac0146b1ed732e7182cc8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-32ae21cce9fac0146b1ed732e7182cc8.png\"><\/a><\/section>\n<section>AlphaChip \u7684\u539f\u8bba\u6587\u4e2d\u4e5f\u901a\u8fc7\u4e0b\u8868\u5c55\u793a\u4e86\u5bf9 20 \u4e2a\u6a21\u5757\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u6a21\u578b\u53ef\u4ee5\u638c\u63e1\u66f4\u6709\u6548\u7684\u5e03\u5c40\u7b56\u7565\u7684\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11f89e04b8f96d0359f55de904a37211.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11f89e04b8f96d0359f55de904a37211.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0cAlphaChip \u7684\u539f\u8bba\u6587\u4e2d\u591a\u6b21\u5f3a\u8c03\u9884\u8bad\u7ec3\u7684\u91cd\u8981\u6027\u3002\u4f8b\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5728\u5f00\u6e90\u7684 Ariane RISC-V CPU \u4e0a\uff0c\u672a\u9884\u8bad\u7ec3\u7684\u5f3a\u5316\u5b66\u4e60\u7b56\u7565\u9700\u8981 48 \u5c0f\u65f6\u624d\u80fd\u63a5\u8fd1\u9884\u8bad\u7ec3\u6a21\u578b 6 \u5c0f\u65f6\u7684\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03eb32b885b600f47952192c1d9719a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03eb32b885b600f47952192c1d9719a1.png\"><\/a><\/section>\n<section>AlphaChip \u5728\u4e3b\u6570\u636e\u8868\u4e2d\u7684\u5b9e\u9a8c\u7ed3\u679c\u6b63\u662f\u57fa\u4e8e 48 \u5c0f\u65f6\u7684\u9884\u8bad\u7ec3\uff0c\u4f46 Cheng \u7b49\u4eba\u6ca1\u6709\u8fdb\u884c\u4efb\u4f55\u9884\u8bad\u7ec3\u3002\u8fd9\u610f\u5473\u7740\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\u4ece\u672a\u63a5\u89e6\u8fc7\u82af\u7247\uff0c\u9700\u8981\u4ece\u96f6\u5f00\u59cb\u5728\u6bcf\u4e2a\u6d4b\u8bd5\u6848\u4f8b\u4e0a\u5b66\u4e60\u5e03\u5c40\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u5c31\u50cf\u5bf9\u672a\u89c1\u8fc7\u56f4\u68cb\u5bf9\u5c40\u7684 AlphaGo\uff0c\u5374\u5f97\u51fa\u4e86 AlphaGo \u4e0d\u64c5\u957f\u4e0b\u56f4\u68cb\u7684\u7ed3\u8bba\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0cCheng \u7b49\u4eba\u5728\u8bba\u6587\u4e2d\u6307\u51fa\uff0c\u8c37\u6b4c\u5f00\u6e90\u7684\u5185\u5bb9\u4e0d\u652f\u6301\u590d\u73b0\u9884\u8bad\u7ec3\u3002\u4f46\u9884\u8bad\u7ec3\u4ec5\u9700\u8fd0\u884c\u591a\u4e2a\u6848\u4f8b\u7684\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u5f00\u6e90\u7684\u6570\u636e\u4e00\u76f4\u652f\u6301\u9884\u8bad\u7ec3\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-94ab43a7b056a7a0f209f4533fddfcd4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-94ab43a7b056a7a0f209f4533fddfcd4.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u5728 Cheng \u7b49\u4eba\u7684\u8bba\u6587\u4e2d\u79f0\uff0c\u622a\u81f3\u76ee\u524d\uff0c\u5bf9 AlphaChip\u300aNature\u300b\u8bba\u6587\u548c CT \u6846\u67b6\u7684\u6570\u636e\u548c\u4ee3\u7801\u90fd\u672a\u5b8c\u5168\u516c\u5f00\uff0c\u56e0\u6b64\uff0c\u8bc4\u4f30\u9047\u5230\u4e86\u963b\u788d<\/sup>\u3002<\/em><\/section>\n<section><\/section>\n<section><strong>\u7528\u7684\u8ba1\u7b97\u8d44\u6e90\u5c11\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7<\/strong><\/section>\n<section><\/section>\n<section>\u5f3a\u5316\u5b66\u4e60\u7ecf\u9a8c\u6536\u96c6\u5668\u6bd4 Nature \u8bba\u6587\u4e2d\u5c11 20 \u500d (26 \u4e2a VS 512 \u4e2a)\uff0cGPU \u6570\u91cf\u4e5f\u5c11\u4e00\u534a (8 \u4e2a VS 16 \u4e2a)\u3002\u8ba1\u7b97\u8d44\u6e90\u53d8\u5c11\u5f80\u5f80\u9700\u8981\u66f4\u957f\u7684\u8bad\u7ec3\u65f6\u95f4\u624d\u80fd\u8fbe\u5230\u76f8\u540c\u7684\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9c00304de8e8a774538c631d19171be8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9c00304de8e8a774538c631d19171be8.png\"><\/a><\/section>\n<section>\u6839\u636e\u53e6\u4e00\u7bc7\u590d\u73b0 AlphaChip \u7684\u8bba\u6587\u300aScalability and Generalization of Circuit Training for Chip Floorplanning\u300b\uff0c\u4f7f\u7528\u66f4\u591a GPU \u8fdb\u884c\u8bad\u7ec3\u53ef\u4ee5\u52a0\u901f\u6536\u655b\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c Cheng \u7b49\u4eba\u80fd\u591f\u6309\u7167 AlphaChip \u539f\u8bba\u6587\u4e2d\u7684\u63cf\u8ff0\u914d\u7f6e\u5b9e\u9a8c\uff0c\u5176\u7ed3\u679c\u53ef\u80fd\u4f1a\u6709\u6240\u6539\u5584\u3002<\/section>\n<section><\/section>\n<section><strong>\u6ca1\u6709\u8bad\u7ec3\u5230\u6536\u655b<\/strong><\/section>\n<section><\/section>\n<section>\u4f17\u6240\u5468\u77e5\uff0c\u6ca1\u8bad\u7ec3\u5230\u6536\u655b\u4f1a\u663e\u8457\u5f71\u54cd\u6a21\u578b\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u4ece Cheng \u7b49\u4eba\u7684\u9879\u76ee\u7f51\u7ad9\uff0c\u53ef\u4ee5\u627e\u5230\u56db\u4e2a\u6a21\u5757\u7684\u6536\u655b\u66f2\u7ebf\uff08Ariane-GF12\u3001MemPool-NG45\u3001BlackParrot-GF12 \u548c MemPool-GF12\uff09\uff0c\u4f46\u5728\u8fd9\u4e9b\u6a21\u5757\u7684\u8bad\u7ec3\u4e2d\u5747\u672a\u8fbe\u5230\u6536\u655b\u72b6\u6001\uff08\u4ed6\u4eec\u8fd8\u6ca1\u63d0\u4f9b BlackParrot-NG45 \u6216 Ariane-NG45 \u7684\u66f2\u7ebf\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f089b8773e5f4aad6f8122c20e4a07de.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f089b8773e5f4aad6f8122c20e4a07de.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d48e55422dba3d06322b454285e85344.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d48e55422dba3d06322b454285e85344.png\"><\/a><\/section>\n<section>\u5bf9\u4e8e\u8fd9\u56db\u4e2a\u6a21\u5757\uff0c\u8bad\u7ec3\u5747\u5728\u76f8\u5bf9\u8f83\u5c11\u7684\u6b65\u6570\u4e0b\u88ab\u4e2d\u65ad\u3002<\/section>\n<section><\/section>\n<section><strong>\u5728\u4e0d\u5177\u4ee3\u8868\u6027\u4e14\u65e0\u6cd5\u590d\u73b0\u7684\u57fa\u51c6\u4e0a\u8fdb\u884c\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>Cheng \u7b49\u4eba\u4f7f\u7528\u7684\u57fa\u51c6 \uff0845nm \u548c 12nm \u7684\u8282\u70b9\uff09\u4e0e AlphaChip\uff087nm \u4ee5\u4e0b\u7684\u8282\u70b9\uff09\u6240\u7528\u7684\u76f8\u6bd4\uff0c\u66f4\u8001\u66f4\u65e7\uff0c\u5728\u7269\u7406\u8bbe\u8ba1\u4e0a\u5dee\u5f02\u663e\u8457\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e 10nm \u7684\u6280\u672f\u8282\u70b9\uff0c\u591a\u91cd\u56fe\u5f62\u5316\u6280\u672f\u5bb9\u6613\u5f15\u53d1\u5e03\u7ebf\u62e5\u585e\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u5bf9\u4e8e\u6ca1\u90a3\u4e48\u5148\u8fdb\u7684\u6280\u672f\u8282\u70b9\uff0c\u53ef\u80fd\u9700\u8981\u8c03\u6574 AlphaChip \u7684\u5956\u52b1\u51fd\u6570\u4e2d\u7684\u76f8\u5173\u7ec4\u4ef6\u3002<\/section>\n<section><\/section>\n<section>AlphaChip \u7684\u7814\u7a76\u56e2\u961f\u79f0\uff1a\u300c\u6211\u4eec\u4e3b\u8981\u4e3a 7nm\u30015nm \u4ee5\u53ca\u66f4\u5148\u8fdb\u7684\u5de5\u827a\u8282\u70b9\u8bbe\u8ba1\uff0c\u5bf9\u4e8e\u524d\u51e0\u4ee3\u8282\u70b9\uff0c\u5c1a\u672a\u6df1\u5165\u7814\u7a76\u3002\u4f46\u6211\u4eec\u6b22\u8fce\u793e\u533a\u5728\u8fd9\u65b9\u9762\u7684\u8d21\u732e\uff01\u300d<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0cCheng \u7b49\u4eba\u672a\u80fd\u6216\u4e0d\u613f\u63d0\u4f9b\u7528\u4e8e\u590d\u73b0\u5176\u4e3b\u8981\u6570\u636e\u8868\u4e2d\u7ed3\u679c\u7684\u7efc\u5408\u7f51\u8868\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u6b64\uff0cAlphaChip \u7684\u7814\u7a76\u56e2\u961f\u79f0\uff1a\u300cCheng \u7b49\u4eba\u867d\u8bf4\u5bf9\u6211\u4eec\u7684\u65b9\u6cd5\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u91cd\u73b0\uff0c\u4f46\u662f\u4e0d\u662f\u590d\u73b0\u9519\u4e86\uff1f\u6211\u4eec\u5efa\u8bae\u76f4\u63a5\u4f7f\u7528\u6211\u4eec\u7684\u5f00\u6e90\u4ee3\u7801\u3002\u300d<\/section>\n<section><\/section>\n<section>\u9664\u4e86\u5728\u590d\u73b0\u8c37\u6b4c\u65b9\u6cd5\u65f6\u5b58\u5728\u9519\u8bef\uff0cCheng \u7b49\u4eba\u8fd8\u5b58\u5728\u4e00\u4e9b\u5176\u4ed6\u95ee\u9898\uff0c\u5305\u62ec\u5982\u4e0b\uff1a<\/section>\n<ul>\n<li>\n<p>\u5c06 AlphaChip \u4e0e\u95ed\u6e90\u5546\u4e1a\u81ea\u52a8\u5e03\u5c40\u5668\u505a\u5bf9\u6bd4\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5728\u8c03\u6574\u6807\u51c6\u5355\u5143\u8bbe\u8ba1\u65f6\uff0c\u5bf9\u521d\u59cb\u5e03\u5c40\u8fdb\u884c\u4e86\u4eba\u4e3a\u300c\u6d88\u878d\u300d\uff1b<\/p>\n<\/li>\n<li>\n<p>\u6709\u7f3a\u9677\u7684\u76f8\u5173\u6027\u7814\u7a76\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u8c37\u6b4c\u5de5\u7a0b\u5e08\u9a8c\u8bc1\u7684\u9519\u8bef\u58f0\u660e\u3002\u00a0<\/p>\n<\/li>\n<\/ul>\n<section>Cheng \u7b49\u4eba\u58f0\u79f0\uff0c\u8c37\u6b4c\u7684\u4ee3\u7406\u6210\u672c\u4e0e\u6700\u7ec8\u6307\u6807\u6ca1\u6709\u5f88\u597d\u7684\u76f8\u5173\u6027\uff0c\u4f46\u4ed6\u4eec\u81ea\u5df1\u7684\u76f8\u5173\u6027\u7814\u7a76\u5b9e\u9645\u4e0a\u8868\u660e\uff0c\u603b\u4f53\u4ee3\u7406\u6210\u672c\u4e0e\u9664\u6807\u51c6\u5355\u5143\u9762\u79ef\u4e4b\u5916\u7684\u6240\u6709\u6700\u7ec8\u6307\u6807\u4e4b\u95f4\u5b58\u5728\u5fae\u5f31\u4f46\u6b63\u76f8\u5173\u7684\u76f8\u5173\u6027\u3002\u5177\u4f53\u5982\u4e0b\u56fe 6 \u6240\u793a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f3a501ea424942d24948fd3c52b53ce1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f3a501ea424942d24948fd3c52b53ce1.png\"><\/a><\/section>\n<section>\u6700\u540e\uff0c\u8c37\u6b4c\u8868\u793a AlphaChip \u5b8c\u5168\u5f00\u6e90\uff0c\u4ed6\u4eec\u5f00\u6e90\u4e86\u4e00\u4e2a\u8f6f\u4ef6\u5b58\u50a8\u5e93\uff0c\u4ee5\u5b8c\u5168\u590d\u73b0\u300aNature\u300b\u8bba\u6587\u4e2d\u63cf\u8ff0\u7684\u65b9\u6cd5\u3002RL \u65b9\u6cd5\u7684\u6bcf\u4e00\u884c\u90fd\u53ef\u4ee5\u514d\u8d39\u68c0\u67e5\u3001\u6267\u884c\u6216\u4fee\u6539\uff0c\u5e76\u4e14\u63d0\u4f9b\u6e90\u4ee3\u7801\u6216\u4e8c\u8fdb\u5236\u6587\u4ef6\u6765\u6267\u884c\u6240\u6709\u9884\u5904\u7406\u548c\u540e\u5904\u7406\u6b65\u9aa4\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-177dc62ec2104c3479572898446ea804.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-177dc62ec2104c3479572898446ea804.png\"><\/a><\/section>\n<section>GitHub \u5730\u5740\uff1ahttps:\/\/github.com\/google-research\/circuit_training<\/section>\n<section><\/section>\n<section>\u66f4\u591a\u56de\u5e94\u7ec6\u8282\u8bf7\u53c2\u9605\u539f\u8bba\u6587\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-19-7\" target=\"_blank\">\u767b\u4e0aNature\u7684AI\u82af\u7247\u8bbe\u8ba1\u5c61\u906d\u8d28\u7591\uff0c\u8c37\u6b4c\u53d1\u6587\u53cd\u51fb\uff0cJeff Dean\uff1a\u8d28\u7591\u8005\u8fde\u9884\u8bad\u7ec3\u90fd\u6ca1\u505a<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u767b\u4e0aNature\u7684AI [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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