{"id":27426,"date":"2025-10-11T10:08:50","date_gmt":"2025-10-11T02:08:50","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27426"},"modified":"2025-10-11T10:08:50","modified_gmt":"2025-10-11T02:08:50","slug":"%e5%8d%8f%e5%90%8c%e5%8a%a0%e9%80%9f%ef%bc%8c%e5%a4%9a%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%8d%8f%e4%bd%9c%e4%b8%8d%e5%86%8d%e3%80%8c%e6%85%a2%e5%8d%8a%e6%8b%8d%e3%80%8d%ef%bc%81%e8%bd%af%e7%a1%ac%e4%b8%80","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/10\/11\/27426\/","title":{"rendered":"\u534f\u540c\u52a0\u901f\uff0c\u591a\u673a\u5668\u4eba\u534f\u4f5c\u4e0d\u518d\u300c\u6162\u534a\u62cd\u300d\uff01\u8f6f\u786c\u4e00\u4f53\u5316\u6846\u67b6ReCA\u7834\u89e3\u5177\u8eab\u667a\u80fd\u843d\u5730\u6548\u7387\u74f6\u9888"},"content":{"rendered":"<div 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851.png\" width=\"1080\" height=\"487\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851-300x135.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851-1024x462.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851-150x68.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/64fac89238a5db6caa0021cf9872c3797da851-768x346.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ul data-id=\"ua73dd4b-RhQYQo37\">\n<li data-id=\"ld70c578-gKDqzO3B\"><strong><span class=\"\">\u8bba\u6587\u6807\u9898\uff1a<\/span><\/strong>\u00a0ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents<\/li>\n<li data-id=\"ld70c578-PpYn7Dq3\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/dl.acm.org\/doi\/10.1145\/3676641.3716016<\/li>\n<\/ul>\n<p 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57.png\" width=\"1036\" height=\"412\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57.png 1036w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57-300x119.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57-1024x407.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57-150x60.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/e3ed8be48d63bfec62f17800f17fbd6a551e57-768x305.png 768w\" sizes=\"auto, (max-width: 1036px) 100vw, 1036px\" \/><\/p>\n<p class=\"js_darkmode__text__56\"><strong><span 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class=\"not-transparent alignnone size-full wp-image-27430\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b.png\" width=\"1080\" height=\"259\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b-300x72.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b-1024x246.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b-150x36.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c83822e63d1ed013af7449dca675e1e29e8c7b-768x184.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__77\"><strong>\u7b97\u6cd5\u5c42\u9762\uff1a\u66f4\u806a\u660e\u7684\u89c4\u5212\u4e0e\u6267\u884c<\/strong><\/p>\n<ul data-id=\"ua73dd4b-lSMWrfIG\">\n<li data-id=\"ld70c578-jGTtNerg\"><strong><span class=\"\">\u672c\u5730\u5316\u6a21\u578b\u5904\u7406\uff1a<\/span><\/strong>\u00a0\u901a\u8fc7\u90e8\u7f72\u66f4\u5c0f\u7684\u3001\u672c\u5730\u5316\u7684\u7ecf\u8fc7\u5fae\u8c03\u7684\u5f00\u6e90 LLM\uff0cReCA \u6446\u8131\u4e86\u5bf9\u5916\u90e8 API \u7684\u4f9d\u8d56\uff0c\u6d88\u9664\u4e86\u7f51\u7edc\u5ef6\u8fdf\u74f6\u9888\uff0c\u540c\u65f6\u4fdd\u969c\u4e86\u6570\u636e\u9690\u79c1\u3002<\/li>\n<li data-id=\"ld70c578-3eRo0viy\"><strong><span class=\"\">\u89c4\u5212\u6307\u5bfc\u4e0b\u7684\u591a\u6b65\u6267\u884c\uff1a<\/span><\/strong>\u00a0\u98a0\u8986\u4e86\u4f20\u7edf\u300c\u89c4\u5212\u4e00\u6b65\u3001\u6267\u884c\u4e00\u6b65\u300d\u7684\u6a21\u5f0f\u3002ReCA \u8ba9 LLM \u4e00\u6b21\u6027\u751f\u6210\u53ef\u6307\u5bfc\u8fde\u7eed\u591a\u6b65\u5e95\u5c42\u52a8\u4f5c\u7684\u9ad8\u9636\u8ba1\u5212\uff0c\u5927\u5e45\u51cf\u5c11\u4e86 LLM \u7684\u8c03\u7528\u9891\u7387\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7aef\u5230\u7aef\u5ef6\u8fdf\u3002<\/li>\n<\/ul>\n<p><img data-dominant-color=\"e2e3e3\" data-has-transparency=\"false\" style=\"--dominant-color: #e2e3e3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27431\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea.png\" width=\"1080\" height=\"560\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea-300x156.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea-1024x531.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea-150x78.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a539d0943c5863fa89147289af2c4a92e335ea-768x398.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__97\"><strong>\u7cfb\u7edf\u5c42\u9762\uff1a\u66f4\u9ad8\u6548\u7684\u8bb0\u5fc6\u4e0e\u534f\u4f5c<\/strong><\/p>\n<ul data-id=\"ua73dd4b-ThZYaDOu\">\n<li data-id=\"ld70c578-IDcXywDx\"><strong><span class=\"\">\u53cc\u91cd\u8bb0\u5fc6\u7ed3\u6784\uff1a<\/span><\/strong><span class=\"\">\u00a0\u501f\u9274\u4e86\u4eba\u7c7b\u8ba4\u77e5\u7684\u300c\u53cc\u7cfb\u7edf\u7406\u8bba\u300d\uff0cReCA \u8bbe\u8ba1\u4e86\u957f\u77ed\u65f6\u8bb0\u5fc6\u5206\u79bb\u7684\u7ed3\u6784\u3002<\/span><\/li>\n<\/ul>\n<ul data-indent=\"1\" data-id=\"udcdd064-eXLT4fVG\">\n<li data-id=\"ld70c578-sBCl4CQi\">\u957f\u671f\u8bb0\u5fc6\u4ee5\u56fe\u7ed3\u6784\u5b58\u50a8\u73af\u5883\u5e03\u5c40\u7b49\u9759\u6001\u4fe1\u606f\u3002<\/li>\n<li data-id=\"ld70c578-isazLNyn\">\u77ed\u671f\u8bb0\u5fc6\u5219\u52a8\u6001\u5237\u65b0\u667a\u80fd\u4f53\u72b6\u6001\u3001\u4efb\u52a1\u8fdb\u5ea6\u7b49\u5b9e\u65f6\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p class=\"js_darkmode__text__119\">\u6709\u6548\u89e3\u51b3\u4e86 LLM \u5728\u957f\u4efb\u52a1\u4e2d prompt \u8fc7\u957f\u5bfc\u81f4\u300c\u9057\u5fd8\u300d\u5173\u952e\u4fe1\u606f\u7684\u75db\u70b9\uff0c\u63d0\u5347\u4e86\u89c4\u5212\u7684\u8fde\u8d2f\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<p><img data-dominant-color=\"d4cdcf\" data-has-transparency=\"false\" style=\"--dominant-color: #d4cdcf;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27432\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d.png\" width=\"1080\" height=\"549\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d-300x153.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d-1024x521.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d-150x76.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/96bc534290647d351a0468cdc106c5deb6c72d-768x390.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ul data-id=\"ua73dd4b-oI8daElE\">\n<li data-id=\"ld70c578-tNCc1mQf\"><strong><span class=\"\">\u5206\u5c42\u534f\u4f5c\u89c4\u5212\uff1a<\/span><\/strong>\u00a0\u4e3a\u4e86\u89e3\u51b3\u6269\u5c55\u6027\u96be\u9898\uff0cReCA \u5f15\u5165\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u5206\u5c42\u534f\u4f5c\u6a21\u5f0f\u3002\u5728\u5c0f\u8303\u56f4\u7684\u300c\u7c07\u300d\u5185\uff0c\u91c7\u7528\u300c\u7236-\u5b50\u300d\u667a\u80fd\u4f53\u7684\u4e2d\u5fc3\u5316\u6a21\u5f0f\u9ad8\u6548\u89c4\u5212\uff1b\u5728\u300c\u7c07\u300d\u4e4b\u95f4\uff0c\u5219\u91c7\u7528\u53bb\u4e2d\u5fc3\u5316\u6a21\u5f0f\u8fdb\u884c\u901a\u4fe1\uff0c\u66f4\u65b0\u5f7c\u6b64\u8fdb\u5ea6\u3002\u8fd9\u79cd\u6df7\u5408\u6a21\u5f0f\u517c\u987e\u4e86\u89c4\u5212\u6548\u7387\u548c\u7cfb\u7edf\u89c4\u6a21\u3002<\/li>\n<\/ul>\n<p><img data-dominant-color=\"e9eaeb\" data-has-transparency=\"false\" style=\"--dominant-color: #e9eaeb;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27433\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504.png\" width=\"1080\" height=\"519\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504-300x144.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504-1024x492.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504-150x72.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/693bc5e512afaf18f5c620f6cba89063244504-768x369.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__130\"><strong>\u786c\u4ef6\u5c42\u9762\uff1a\u66f4\u4e13\u4e1a\u7684\u52a0\u901f\u5355\u5143<\/strong><\/p>\n<ul data-id=\"ua73dd4b-aN5jdvNn\">\n<li data-id=\"ld70c578-0eUCx2Ks\"><strong><span class=\"\">\u5f02\u6784\u786c\u4ef6\u7cfb\u7edf\uff1a<\/span><\/strong>\u00a0ReCA \u4e3a\u9ad8\u9636\u548c\u4f4e\u9636\u89c4\u5212\u5339\u914d\u4e86\u6700\u5408\u9002\u7684\u8ba1\u7b97\u5355\u5143\u3002\u5b83\u91c7\u7528 GPU \u5b50\u7cfb\u7edf\u5904\u7406 LLM \u7684\u9ad8\u9636\u89c4\u5212\uff0c\u540c\u65f6\u4e3a\u7cbe\u51c6\u8def\u5f84\u89c4\u5212\u7b49\u4f4e\u9636\u4efb\u52a1\u8bbe\u8ba1\u4e86\u4e13\u95e8\u7684\u786c\u4ef6\u52a0\u901f\u5668\u3002<\/li>\n<li data-id=\"ld70c578-pScFWJjj\"><strong><span class=\"\">\u4e13\u7528\u8def\u5f84\u89c4\u5212\u5904\u7406\u5668\uff1a<\/span><\/strong>\u00a0\u7814\u7a76\u8868\u660e\uff0c\u5728\u7cfb\u7edf\u4f18\u5316\u540e\uff0c\u539f\u672c\u5360\u6bd4\u4e0d\u9ad8\u7684 A-star \u8def\u5f84\u89c4\u5212\u5ef6\u8fdf\u4f1a\u6210\u4e3a\u65b0\u7684\u74f6\u9888\u3002ReCA \u7684\u4e13\u7528 A-Star Processing Unit\uff08APU\uff09\u901a\u8fc7\u5b9a\u5236\u5316\u7684\u8ba1\u7b97\u5355\u5143\u548c\u8bbf\u5b58\u8bbe\u8ba1\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u4f4e\u9636\u89c4\u5212\u7684\u6548\u7387\u548c\u80fd\u6548\u3002<\/li>\n<\/ul>\n<p><img data-dominant-color=\"d9d6d6\" data-has-transparency=\"false\" style=\"--dominant-color: #d9d6d6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27434\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f.png\" width=\"1080\" height=\"1068\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f-300x297.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f-1024x1013.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f-150x148.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/3888f8682bdd2e6b994500fa7768a09685074f-768x759.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<h4>\u6548\u7387\u63d0\u5347\uff1a<\/h4>\n<h4>5-10 \u500d\u901f\u5ea6\u63d0\u5347\uff0c\u6210\u529f\u7387\u4e0d\u964d\u53cd\u5347<\/h4>\n<p class=\"js_darkmode__text__156\">\u901a\u8fc7\u8de8\u8d8a\u516d\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u548c\u4e09\u5927\u4e3b\u6d41\u534f\u540c\u7cfb\u7edf\u7684\u8bc4\u4f30\uff0cReCA \u5c55\u73b0\u4e86\u5176\u5f3a\u5927\u7684\u5b9e\u529b\uff1a<\/p>\n<ul data-id=\"ua73dd4b-EFmLO3cS\">\n<li data-id=\"ld70c578-55A7l0nW\"><strong><span class=\"\">\u6548\u7387\uff1a<\/span><\/strong><span class=\"\">\u00a0\u5728\u4efb\u52a1\u6b65\u9aa4\u4ec5\u589e\u52a0 3.2% \u7684\u60c5\u51b5\u4e0b\uff0c\u5b9e\u73b0\u4e86\u5e73\u5747\u00a05-10 \u500d\u7684\u7aef\u5230\u7aef\u4efb\u52a1\u52a0\u901f\u3002\u539f\u672c\u9700\u8981\u8fd1\u4e00\u5c0f\u65f6\u7684\u590d\u6742\u4efb\u52a1\uff0cReCA \u80fd\u5728 20 \u5206\u949f\u5185\u5b8c\u6210\u3002<\/span><\/li>\n<\/ul>\n<p><img data-dominant-color=\"d5d4dd\" data-has-transparency=\"false\" style=\"--dominant-color: #d5d4dd;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27435\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7.png\" width=\"1080\" height=\"380\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7-300x106.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7-1024x360.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7-150x53.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/69e102662bfae01d761069c9aa227a67cc4bd7-768x270.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>&nbsp;<\/p>\n<ul data-id=\"ua73dd4b-PSb76tZr\">\n<li data-id=\"ld70c578-DoAZxdcM\"><strong><span class=\"\">\u6210\u529f\u7387\uff1a<\/span><\/strong><span class=\"\">\u00a0\u5728\u5927\u5e45\u63d0\u5347\u901f\u5ea6\u7684\u540c\u65f6\uff0c\u4efb\u52a1\u6210\u529f\u7387\u5e73\u5747\u8fd8\u63d0\u5347\u4e86\u00a04.3%\u3002\u8fd9\u5f97\u76ca\u4e8e\u5176\u4f18\u5316\u7684\u8bb0\u5fc6\u548c\u534f\u4f5c\u673a\u5236\uff0c\u8bc1\u660e\u4e86\u6548\u7387\u4e0e\u6027\u80fd\u53ef\u4ee5\u517c\u5f97\u3002<\/span><\/li>\n<li data-id=\"ld70c578-WQwOgvQF\"><strong><span class=\"\">\u53ef\u6269\u5c55\u6027\uff1a<\/span><\/strong>\u00a0\u5373\u4f7f\u5728 12 \u4e2a\u667a\u80fd\u4f53\u7684\u5927\u89c4\u6a21\u534f\u4f5c\u573a\u666f\u4e0b\uff0cReCA \u4f9d\u7136\u80fd\u4fdd\u6301 80-90% \u7684\u9ad8\u6210\u529f\u7387\uff0c\u800c\u57fa\u7ebf\u7cfb\u7edf\u7684\u6210\u529f\u7387\u5df2\u8dcc\u81f3 70% \u4ee5\u4e0b\u3002<\/li>\n<\/ul>\n<p><img data-dominant-color=\"e1e2e2\" data-has-transparency=\"false\" style=\"--dominant-color: #e1e2e2;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27436\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b.png\" width=\"1080\" height=\"507\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b-300x141.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b-1024x481.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b-150x70.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b3271a096cd540bfcab609713f8b275ea7ce3b-768x361.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ul data-id=\"ua73dd4b-9XT42AmX\">\n<li data-id=\"ld70c578-W8JSJAVt\"><strong><span class=\"\">\u80fd\u6548\uff1a<\/span><\/strong><span class=\"\">\u00a0\u5176\u5b9a\u5236\u7684 A-star \u786c\u4ef6\u52a0\u901f\u5668\uff08APU\uff09\u76f8\u8f83\u4e8e GPU \u5b9e\u73b0\uff0c\u53d6\u5f97\u4e86\u00a04.6 \u500d\u7684\u901f\u5ea6\u63d0\u5347\u548c\u00a0281 \u500d\u80fd\u6548\u6539\u8fdb\u3002<\/span><\/li>\n<\/ul>\n<h4>\u5f71\u54cd\u4e0e\u672a\u6765<\/h4>\n<p class=\"js_darkmode__text__202\">ReCA \u7684\u610f\u4e49\uff0c\u8fdc\u4e0d\u6b62\u4e8e\u4e00\u7ec4\u6027\u80fd\u63d0\u5347\u7684\u6570\u636e\u3002\u5b83\u66f4\u50cf\u4e00\u5757\u57fa\u77f3\uff0c\u4e3a\u5177\u8eab\u667a\u80fd\u7684\u672a\u6765\u53d1\u5c55\u94fa\u8bbe\u4e86\u4e09\u6761\u5173\u952e\u8def\u5f84\uff1a<\/p>\n<p class=\"js_darkmode__text__211\"><strong><span class=\"\">\u4ece\u300c\u80fd\u7528\u300d\u5230\u300c\u597d\u7528\u300d\u7684\u8de8\u8d8a\uff1a<\/span><\/strong>\u00a0\u6b64\u524d\uff0c\u7814\u7a76\u7684\u7126\u70b9\u5927\u591a\u662f\u5982\u4f55\u8ba9\u673a\u5668\u4eba\u300c\u6210\u529f\u300d\u5b8c\u6210\u4efb\u52a1\u3002ReCA \u5219\u660e\u786e\u5730\u63d0\u51fa\uff0c\u300c\u6210\u529f\u4e14\u9ad8\u6548\u300d\u662f\u66f4\u5173\u952e\u7684\u76ee\u6807\u3002\u8fd9\u9879\u5de5\u4f5c\u6709\u52a9\u4e8e\u63a8\u52a8\u9886\u57df\u7684\u7814\u7a76\u8303\u5f0f\u8f6c\u53d8\uff0c\u8ba9\u5ef6\u8fdf\u3001\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\u4e5f\u6210\u4e3a\u8861\u91cf\u5177\u8eab\u667a\u80fd\u7cfb\u7edf\u7684\u6838\u5fc3\u6307\u6807\uff0c\u52a0\u901f\u5176\u5728\u5bb6\u5ead\u670d\u52a1\u3001\u667a\u80fd\u5236\u9020\u7b49\u573a\u666f\u7684\u843d\u5730\u3002<\/p>\n<p class=\"js_darkmode__text__219\"><strong><span class=\"\">\u300c\u8f6f\u786c\u534f\u540c\u300d\u91ca\u653e\u6548\u80fd\u63d0\u5347\uff1a<\/span><\/strong>\u00a0ReCA \u901a\u8fc7\u7b97\u6cd5\u3001\u7cfb\u7edf\u3001\u786c\u4ef6\u7684\u8de8\u5c42\u6b21\u534f\u540c\u4f18\u5316\uff0c\u7a81\u7834\u4e86\u8fc7\u5f80\u300c\u5355\u70b9\u4f18\u5316\u300d\u7684\u5c40\u9650\u3002\u672a\u6765\u7684\u5177\u8eab\u667a\u80fd\u7cfb\u7edf\uff0c\u6709\u671b\u50cf ReCA \u4e00\u6837\uff0c\u5728\u4e0d\u540c\u5c42\u9762\u534f\u540c\u8bbe\u8ba1\u7684\u4ea7\u7269\u3002\u5b83\u4e3a GPU \u5904\u7406\u9ad8\u9636\u89c4\u5212\u3001\u786c\u4ef6\u52a0\u901f\u5668\u5904\u7406\u5e95\u5c42\u7cbe\u786e\u4efb\u52a1\u7684\u5f02\u6784\u8ba1\u7b97\u6a21\u5f0f\u63d0\u4f9b\u4e86\u8303\u672c\uff0c\u4e3a\u4e0b\u4e00\u4ee3\u673a\u5668\u4eba\u300c\u5927\u8111\u300d+\u300c\u5c0f\u8111\u300d\u7684\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u4e00\u79cd\u53ef\u884c\u65b9\u6848\u3002<\/p>\n<p class=\"js_darkmode__text__225\"><strong><span class=\"\">\u7a81\u7834\u74f6\u9888\uff0c\u89e3\u9501\u60f3\u8c61\u529b\uff1a<\/span><\/strong>\u00a0\u5f53\u5ef6\u8fdf\u4e0d\u518d\u662f\u74f6\u9888\uff0c\u6211\u4eec\u53ef\u4ee5\u5927\u80c6\u60f3\u8c61\uff1a\u4e00\u4e2a\u673a\u5668\u4eba\u7ba1\u5bb6\u56e2\u961f\u80fd\u5728\u4f60\u4e0b\u73ed\u524d\uff0c\u5b9e\u65f6\u534f\u4f5c\uff0c\u70f9\u996a\u597d\u4e00\u987f\u4e30\u76db\u7684\u665a\u9910\uff0c\u5e76\u6253\u626b\u5e72\u51c0\u623f\u95f4\uff1b\u53c8\u6216\u8005\u5728\u707e\u96be\u6551\u63f4\u73b0\u573a\uff0c\u591a\u4e2a\u673a\u5668\u4eba\u80fd\u5b9e\u65f6\u5171\u4eab\u4fe1\u606f\uff0c\u9ad8\u6548\u534f\u540c\uff0c\u5728\u9ec4\u91d1\u6551\u63f4\u65f6\u95f4\u5185\u5b8c\u6210\u641c\u7d22\u4e0e\u62ef\u6551\u4efb\u52a1\u3002\u5728\u81ea\u52a8\u5316\u79d1\u5b66\u5b9e\u9a8c\u5ba4\u91cc\uff0c\u673a\u5668\u4eba\u96c6\u7fa4\u80fd\u591f 7&#215;24 \u5c0f\u65f6\u4e0d\u95f4\u65ad\u5730\u8fdb\u884c\u590d\u6742\u7684\u534f\u540c\u5b9e\u9a8c\uff0c\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u63a8\u52a8\u79d1\u5b66\u53d1\u73b0\u3002<\/p>\n<p class=\"js_darkmode__text__237\">\u603b\u800c\u8a00\u4e4b\uff0cReCA \u7684\u5de5\u4f5c\u4e0d\u4ec5\u89e3\u51b3\u4e86\u4e00\u4e2a\u5173\u952e\u7684\u6280\u672f\u74f6\u9888\uff0c\u66f4\u662f\u4e3a\u5177\u8eab\u667a\u80fd\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u771f\u5b9e\u4e16\u754c\uff0c\u67b6\u8d77\u4e86\u4e00\u5ea7\u575a\u5b9e\u7684\u6865\u6881\u3002\u6211\u4eec\u8ddd\u79bb\u90a3\u4e2a\u80fd\u5b9e\u65f6\u54cd\u5e94\u3001\u9ad8\u6548\u534f\u4f5c\u7684\u300c\u8d3e\u7ef4\u65af\u300d\u5f0f\u667a\u80fd\u52a9\u624b\uff0c\u786e\u5b9e\u53c8\u8fd1\u4e86\u4e00\u5927\u6b65\u3002<\/p>\n<h3>\u4f5c\u8005\u4ecb\u7ecd<\/h3>\n<p class=\"js_darkmode__text__243\"><strong><span class=\"\">\u4e07\u6893\u71ca<\/span><\/strong>\u00a0\u662f\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u8ba1\u7b97\u673a\u4f53\u7cfb\u67b6\u6784\u548c\u96c6\u6210\u7535\u8def\uff0c\u805a\u7126\u901a\u8fc7\u7cfb\u7edf-\u67b6\u6784-\u82af\u7247\u7684\u8de8\u5c42\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\uff0c\u4e3a\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u548c\u795e\u7ecf\u7b26\u53f7 AI \u6784\u5efa\u9ad8\u6548\u3001\u53ef\u9760\u7684\u8ba1\u7b97\u5e73\u53f0\u3002\u4e2a\u4eba\u4e3b\u9875<a href=\"https:\/\/zishenwan.github.io\/\" target=\"_blank\" rel=\"noopener\">https:\/\/zishenwan.github.io\/<\/a><\/p>\n<p class=\"js_darkmode__text__254\"><strong><span class=\"\">\u675c\u5b87\u822a<\/span><\/strong>\u00a0\u662f Yang Zhao \u6559\u6388\u548c Vijay Janapa Reddi \u6559\u6388\u6307\u5bfc\u7684\u672c\u79d1\u7814\u7a76\u5458\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u8ba1\u7b97\u673a\u4f53\u7cfb\u67b6\u6784\u548c\u96c6\u6210\u7535\u8def\uff0c\u81f4\u529b\u4e8e\u901a\u8fc7\u7cfb\u7edf\u7ea7\u7684\u6027\u80fd\u5206\u6790\u4e0e\u534f\u540c\u8bbe\u8ba1\uff0c\u4e3a\u667a\u80fd\u4f53\u5728\u771f\u5b9e\u4e16\u754c\u7684\u8ba1\u7b97\u6253\u9020\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p class=\"js_darkmode__text__260\"><strong><span class=\"\">Mohamed Ibrahim<\/span><\/strong>\u00a0\u662f\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\uff0c\u878d\u5408\u7c7b\u8111\u8ba1\u7b97\u4e0e VLSI \u7cfb\u7edf\uff0c\u6784\u5efa\u5177\u5907\u9ad8\u9002\u5e94\u6027\u4e0e\u9ad8\u53ef\u9760\u6027\u7684\u521b\u65b0\u786c\u4ef6\u67b6\u6784\u3002<\/p>\n<p class=\"js_darkmode__text__267\"><strong><span class=\"\">\u94b1\u5bb6\u71a0<\/span><\/strong>\u00a0\u662f\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u9ad8\u6548\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e0e\u7cfb\u7edf\u3001\u8ba1\u7b97\u673a\u4f53\u7cfb\u7ed3\u6784\u4e0e\u786c\u4ef6\u8bbe\u8ba1\uff0c\u805a\u7126\u9762\u5411\u5177\u8eab\u667a\u80fd\u4e0e\u795e\u7ecf-\u7b26\u53f7\u7cfb\u7edf\u7684\u534f\u540c\u4f18\u5316\u4e0e\u52a0\u901f\u3002<\/p>\n<p class=\"js_darkmode__text__273\"><strong><span class=\"\">Jason Jabbour<\/span><\/strong>\u00a0\u662f\u54c8\u4f5b\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u673a\u5668\u5b66\u4e60\u3001\u673a\u5668\u4eba\u548c\u81ea\u52a8\u9a7e\u9a76\u3002<\/p>\n<p class=\"js_darkmode__text__279\"><strong><span class=\"\">Yang (Katie) Zhao<\/span><\/strong>\u00a0\u662f\u660e\u5c3c\u82cf\u8fbe\u5927\u5b66\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u52a9\u7406\u6559\u6388\uff0c\u7814\u7a76\u65b9\u5411\u805a\u7126\u4e8e\u8ba1\u7b97\u673a\u4f53\u7cfb\u67b6\u6784\u3001\u786c\u4ef6\u8bbe\u8ba1\u4e0e\u673a\u5668\u5b66\u4e60\u7684\u4ea4\u53c9\u9886\u57df\uff0c\u81f4\u529b\u4e8e\u901a\u8fc7\u4ece\u7b97\u6cd5\u3001\u82af\u7247\u5230\u7cfb\u7edf\u7684\u5168\u6808\u5f0f\u534f\u540c\u8bbe\u8ba1\uff0c\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u7b49\u65b0\u5174\u5e94\u7528\u63d0\u4f9b\u9ad8\u6548\u3001\u53ef\u9760\u7684\u786c\u4ef6\u52a0\u901f\u65b9\u6848\u3002<\/p>\n<p class=\"js_darkmode__text__285\"><strong>Tushar Krishna<\/strong>\u00a0\u662f\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u5b66\u9662\u526f\u6559\u6388\uff0c\u5165\u9009 ISCA\u3001HPCA \u548c MICRO \u540d\u4eba\u5802\u3002\u957f\u671f\u81f4\u529b\u4e8e\u8ba1\u7b97\u673a\u4f53\u7cfb\u67b6\u6784\u3001NOC \u4e0e AI\/ML \u52a0\u901f\u5668\u7b49\u9886\u57df\u7684\u7814\u7a76\uff0c\u76f8\u5173\u6210\u679c\u88ab\u5f15\u7528\u8d85\u8fc7 20000 \u6b21\u3002\u66fe\u6709\u591a\u7bc7\u8bba\u6587\u5165\u9009 IEEE Micro \u6700\u4f73\u8bba\u6587\u63a8\u8350\uff08Top Picks\uff09\u6216\u8363\u83b7\u6700\u4f73\u8bba\u6587\u5956\uff0c\u73b0\u4efb ML Commons Chakra \u5de5\u4f5c\u7ec4\u8054\u5408\u4e3b\u5e2d\u3002<\/p>\n<p class=\"js_darkmode__text__291\"><strong><span class=\"\">Arijit Raychowdhury<\/span><\/strong>\u00a0\u662f\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u5b66\u9662\u9662\u957f\uff0cIEEE Fellow\u3002\u957f\u671f\u81f4\u529b\u4e8e\u4f4e\u529f\u8017\u6570\u5b57\u4e0e\u6df7\u5408\u4fe1\u53f7\u7535\u8def\u3001\u4e13\u7528\u52a0\u901f\u5668\u8bbe\u8ba1\u7b49\u9886\u57df\u7684\u7814\u7a76\uff0c\u5728\u56fd\u9645\u9876\u7ea7\u671f\u520a\u4e0e\u4f1a\u8bae\u53d1\u8868\u8bba\u6587 250 \u4f59\u7bc7\uff0c\u62e5\u6709\u8d85\u8fc7 27 \u9879\u7f8e\u56fd\u53ca\u56fd\u9645\u4e13\u5229\u3002\u62c5\u4efb ISSCC\u3001VLSI\u3001DAC \u7b49\u591a\u4e2a\u9876\u7ea7\u4f1a\u8bae\u7684\u6280\u672f\u59d4\u5458\u4f1a\u59d4\u5458\u3002<\/p>\n<p class=\"js_darkmode__text__297\"><strong><span class=\"\">Vijay Janapa Reddi<\/span><\/strong>\u00a0\u662f\u54c8\u4f5b\u5927\u5b66\u5de5\u7a0b\u4e0e\u5e94\u7528\u79d1\u5b66\u5b66\u9662\u6559\u6388\uff0c\u5165\u9009 MICRO \u4e0e HPCA \u540d\u4eba\u5802\u3002\u957f\u671f\u81f4\u529b\u4e8e\u8ba1\u7b97\u673a\u4f53\u7cfb\u67b6\u6784\u3001\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u4e0e\u81ea\u4e3b\u667a\u80fd\u4f53\u7684\u4ea4\u53c9\u9886\u57df\u7814\u7a76\uff0c\u662f TinyML \u9886\u57df\u7684\u5f00\u62d3\u8005\u4e4b\u4e00\uff0c\u5e76\u8054\u5408\u9886\u5bfc\u521b\u5efa\u4e86 MLPerf\u3002\u66fe\u83b7 MICRO\u3001HPCA \u6700\u4f73\u8bba\u6587\u5956\u53ca\u591a\u6b21\u5165\u9009 IEEE Micro \u6700\u4f73\u8bba\u6587\uff0c\u73b0\u4efb MLCommons 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