{"id":1503,"date":"2022-04-01T00:00:43","date_gmt":"2022-04-01T00:00:43","guid":{"rendered":"http:\/\/localhost:8080\/various-applications-of-ai-technology\/"},"modified":"2026-06-18T02:04:42","modified_gmt":"2026-06-18T02:04:42","slug":"various-applications-of-ai-technology","status":"publish","type":"post","link":"https:\/\/news.skhynix.com\/cn\/various-applications-of-ai-technology\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd(AI)\u534a\u5bfc\u4f53\u7684\u73b0\u72b6\u4e0e\u672a\u6765\uff082\uff09\uff1aAI\u6280\u672f\u7684\u591a\u79cd\u5e94\u7528"},"content":{"rendered":"<p>\u88ab\u79f0\u4e3a\u201d\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u5178\u8303\u8f6c\u79fb\uff08Paradigm Shift\uff09\u201d\u7684\u4eba\u5de5\u667a\u80fd\uff08AI\uff0cArtificial Intelligence\uff09\u6b63\u5728\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u8d70\u5165\u6211\u4eec\u751f\u6d3b\u7684\u4e2d\u5fc3\u3002\u4e0d\u8bba\u662f\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u3001\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u8fd8\u662f\u6a21\u4eff\u4eba\u8111\u7684\u795e\u7ecf\u5f62\u6001\u534a\u5bfc\u4f53\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u667a\u529b\u548c\u5b66\u4e60\u901f\u5ea6\u5df2\u8d85\u8d8a\u4eba\u7c7b\uff0c\u5e76\u6b63\u901a\u8fc7\u5b66\u4e60\u4eba\u7c7b\u751f\u6d3b\u7684\u65b9\u65b9\u9762\u9762\u5c06\u5176\u5e94\u7528\u6269\u5c55\u5230\u5404\u4e2a\u9886\u57df\u3002\u90a3\u4e48\uff0c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6709\u54ea\u4e9b\u4e3b\u8981\u5e94\u7528\uff0c\u53c8\u662f\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e9b\u5e94\u7528\u7684\u5462\uff1f<\/p>\n<p>\uff08<a style=\"text-decoration: underline;\" href=\"https:\/\/news.skhynix.com.cn\/the-present-and-future-of-ai-semiconductor\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u70b9\u51fb\u67e5\u770b<\/a>\u9996\u5c14\u5927\u5b66\u90d1\u5fb7\u5747\u6559\u6388\u5173\u4e8eAI\u534a\u5bfc\u4f53\u7684\u66f4\u591a\u89c1\u89e3\uff01\uff09<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">\u4e91\u8ba1\u7b97 vs. \u8fb9\u7f18\u8ba1\u7b97<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173438\/SK_hynix_0308_1.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe1\uff1a\u4e91\u8ba1\u7b97 vs. \u8fb9\u7f18\u8ba1\u7b97<\/p>\n<p>\u4f5c\u4e3a\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u5e94\u7528\uff0c\u8fb9\u7f18\u8ba1\u7b97<sup style=\"color: #ff0000;\">* <\/sup>\u4e0e\u4e91\u670d\u52a1\u4e92\u4e3a\u53cd\u9762\u3002\u89c6\u9891\u548c\u56fe\u50cf\u7b49\u9700\u8981\u5904\u7406\u5927\u91cf\u8f93\u5165\u6570\u636e\u7684\u5e94\u7528\u5fc5\u987b\u4f7f\u7528\u8fb9\u7f18\u8ba1\u7b97\u5904\u7406\u6570\u636e\uff0c\u6216\u901a\u8fc7\u6709\u7ebf\/\u65e0\u7ebf\u901a\u4fe1\u5c06\u5c3d\u91cf\u5c11\u91cf\u7684\u6570\u636e\u4f20\u8f93\u5230\u4e91\u670d\u52a1\u3002\u56e0\u6b64\uff0c\u4e13\u4e3a\u8fb9\u7f18\u8ba1\u7b97\u8bbe\u8ba1\u7684\u52a0\u901f\u5668\u5360\u636e\u4e86AI\u82af\u7247\u8bbe\u8ba1\u7684\u5f88\u5927\u4e00\u90e8\u5206\u3002\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u7684AI\u82af\u7247\u5c31\u662f\u5f88\u597d\u7684\u4f8b\u5b50\uff1a\u8fd9\u4e9b\u82af\u7247\u5229\u7528\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<sup style=\"color: #ff0000;\">* <\/sup>\uff08CNN\uff0cConvolutional Neural Network\uff09\u548c\u4e00\u7cfb\u5217\u795e\u7ecf\u8fd0\u7b97\u6765\u5904\u7406\u542b\u6709\u5927\u91cf\u6570\u636e\u7684\u56fe\u50cf\uff0c\u4ece\u800c\u8fdb\u884c\u56fe\u50cf\u5206\u7c7b\u548c\u7269\u4f53\u68c0\u6d4b\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u548c\u9690\u79c1\u95ee\u9898<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173443\/Figure_2_AmazonAlexa.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u4e9a\u9a6c\u900a\u7684Alexa\uff08\u8d44\u6599\u6765\u6e90\uff1a<a style=\"text-decoration: underline;\" href=\"https:\/\/www.nytimes.com\/wirecutter\/blog\/amazons-alexa-never-stops-listening-to-you\/\" target=\"_blank\" rel=\"noopener noreferrer\">NY Times<\/a>\uff09<\/p>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173446\/Figure2_SKT_NUGU.jpg\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe2\uff1aSK\u7535\u8baf\u7684NUGU \uff08\u8d44\u6599\u6765\u6e90\uff1a<a style=\"text-decoration: underline;\" href=\"https:\/\/www.nugu.co.kr\/\" target=\"_blank\" rel=\"noopener noreferrer\">SKT NUGU<\/a>\uff09<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u53e6\u4e00\u9886\u57df\u662f\u5bf9\u8bdd\u5f0f\u670d\u52a1\uff0c\u4f8b\u5982\u4e9a\u9a6c\u900a\u7684Alexa\u6216SK\u7535\u8baf\u7684NUGU\u7b49\u667a\u80fd\u97f3\u7bb1\u8bbe\u5907\u3002\u7136\u800c\uff0c\u5982\u679c\u7528\u6237\u9690\u79c1\u5f97\u4e0d\u5230\u4fdd\u62a4\uff0c\u8fd9\u79cd\u670d\u52a1\u5c31\u4e0d\u80fd\u88ab\u5e7f\u6cdb\u4f7f\u7528\u3002\u82e5\u6b64\u7c7b\u8bbe\u5907\u6301\u7eed\u901a\u8fc7\u9ea6\u514b\u98ce\u7a83\u542c\u7528\u6237\u5728\u5bb6\u4e2d\u7684\u5bf9\u8bdd\uff0c\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u4fbf\u96be\u4ee5\u8d85\u8d8a\u7b80\u5355\u5a31\u4e50\u670d\u52a1\u7684\u672c\u8d28\u8fdb\u884c\u8fdb\u4e00\u6b65\u5f00\u53d1\u3002\u56e0\u6b64\uff0c\u8bb8\u591a\u4f01\u4e1a\u6b63\u81f4\u529b\u4e8e\u4e3a\u6b64\u7c7b\u9690\u79c1\u95ee\u9898\u5bfb\u627e\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u89e3\u51b3\u9690\u79c1\u95ee\u9898\u7684\u6700\u65b0\u7814\u7a76\u8d8b\u52bf\u662f\u540c\u6001\u52a0\u5bc6<sup style=\"color: #ff0000;\">* <\/sup>\u3002\u540c\u6001\u52a0\u5bc6\u4e0d\u4f1a\u539f\u5c01\u4e0d\u52a8\u5730\u4f20\u8f93\u7528\u6237\u8bed\u97f3\u6216\u533b\u7597\u6570\u636e\u7b49\u654f\u611f\u4fe1\u606f\u3002\u5728\u65e0\u9700\u63d0\u524d\u89e3\u5bc6\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u79cd\u52a0\u5bc6\u5f62\u5f0f\u80fd\u5728\u4e91\u670d\u52a1\u4e0a\u4ee5\u5bc6\u7801\u6587\u672c\u7684\u5f62\u5f0f\u5904\u7406\u53ea\u6709\u7528\u6237\u80fd\u89e3\u5bc6\u7684\u52a0\u5bc6\u6570\u636e\uff0c\u5bf9\u5b83\u4eec\u8fdb\u884c\u6240\u9700\u7684\u8ba1\u7b97\u3002\u5728\u540c\u6001\u52a0\u5bc6\u4e2d\uff0c\u8ba1\u7b97\u540e\u7684\u7ed3\u679c\u4ee5\u52a0\u5bc6\u5f62\u5f0f\u518d\u6b21\u53d1\u9001\u7ed9\u7528\u6237\uff0c\u53ea\u6709\u4ed6\u4eec\u80fd\u89e3\u5bc6\u67e5\u770b\u3002\u56e0\u6b64\uff0c\u9664\u4e86\u4e2a\u4eba\u7528\u6237\u4e4b\u5916\uff0c\u5305\u62ec\u670d\u52a1\u5668\u5728\u5185\u7684\u4efb\u4f55\u4e00\u65b9\u90fd\u65e0\u6cd5\u770b\u5230\u539f\u59cb\u6570\u636e\u3002<\/p>\n<p>\u540c\u6001\u670d\u52a1\u4e0e\u4e00\u822c\u7684\u660e\u6587\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc<sup style=\"color: #ff0000;\">* <\/sup>\uff08DNN\uff0cDeep Neural Network\uff09\u670d\u52a1\u76f8\u6bd4\uff0c\u9700\u8981\u9ad8\u8fbe\u51e0\u5343\u6216\u51e0\u4e07\u500d\u7684\u5de8\u5927\u8ba1\u7b97\u91cf\u3002\u672a\u6765\u7814\u7a76\u7684\u5173\u952e\u9886\u57df\u5c06\u56f4\u7ed5\u5982\u4f55\u901a\u8fc7\u4e13\u95e8\u8bbe\u8ba1\u7684\u540c\u6001\u52a0\u901f\u5668<sup style=\"color: #ff0000;\">* <\/sup>\u5927\u5e45\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd\uff0c\u8fdb\u800c\u7f29\u77ed\u670d\u52a1\u65f6\u95f4\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u82af\u7247\u548c\u5b58\u50a8\u5668<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p>\u5728\u5927\u89c4\u6a21\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u5355\u4e2a\u5904\u7406\u5668\u4e2d\u65e0\u6cd5\u5305\u542b\u5982\u6b64\u5927\u91cf\u7684\u6240\u6709\u6743\u91cd\u3002\u56e0\u6b64\uff0c\u5f53\u9700\u8981\u5904\u7406\u5b58\u50a8\u4e8e\u5916\u90e8\u5927\u5bb9\u91cfDRAM\u4e2d\u7684\u6743\u91cd\u65f6\uff0c\u5fc5\u987b\u8fdb\u884c\u8bfb\u53d6\u8bbf\u95ee\uff0c\u5e76\u5c06\u5916\u90e8\u6743\u91cd\u5e26\u5230\u5904\u7406\u5668\u4e2d\u3002\u5982\u679c\u8fd9\u4e9b\u6743\u91cd\u53ea\u88ab\u4f7f\u7528\u4e00\u6b21\uff0c\u4e14\u5728\u5355\u6b21\u8bbf\u95ee\u540e\u4e0d\u80fd\u91cd\u590d\u4f7f\u7528\uff0c\u90a3\u4e48\u4ece\u5916\u90e8\u62c9\u53d6\u6570\u636e\u7684\u8fc7\u7a0b\u5c06\u6d6a\u8d39\u4e0d\u5c11\u80fd\u91cf\u548c\u65f6\u95f4\u3002\u8fd9\u662f\u4e00\u4e2a\u6781\u5176\u4f4e\u6548\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u4e0e\u5728\u5904\u7406\u5668\u4e2d\u5b58\u50a8\u548c\u5229\u7528\u6240\u6709\u6743\u91cd\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4ea7\u751f\u4e86\u989d\u5916\u7684\u65f6\u95f4\u548c\u80fd\u91cf\u6d88\u8017\u3002\u56e0\u6b64\uff0c\u8981\u5728\u5927\u89c4\u6a21\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e2d\u4f7f\u7528\u5927\u91cf\u7684\u6743\u91cd\u6765\u5904\u7406\u5927\u91cf\u7684\u6570\u636e\uff0c\u9700\u8981\u5e76\u884c\u8fde\u63a5\u548c\/\u6216\u591a\u6b21\u4f7f\u7528\u76f8\u540c\u6743\u91cd\u7684\u6279\u91cf\u64cd\u4f5c\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u9700\u8981\u901a\u8fc7\u5c06\u51e0\u4e2a\u5904\u7406\u5668\u4e0eDRAM\u5e76\u884c\u8fde\u63a5\u6765\u8fdb\u884c\u8ba1\u7b97\uff0c\u5c06\u6743\u91cd\u6216\u4e2d\u95f4\u6570\u636e\u5206\u6563\u5b58\u50a8\u5728\u51e0\u4e2aDRAM\u4e2d\uff0c\u4ee5\u4fbf\u91cd\u590d\u4f7f\u7528\u3002\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d\uff0c\u5904\u7406\u5668\u4e4b\u95f4\u7684\u9ad8\u901f\u8fde\u63a5\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\uff0c\u4e0e\u8ba9\u6240\u6709\u5904\u7406\u5668\u901a\u8fc7\u4e00\u6761\u8def\u7ebf\u8bbf\u95ee\u76f8\u6bd4\uff0c\u5b83\u7684\u6548\u7387\u66f4\u9ad8\u3002\u800c\u4e14\uff0c\u53ea\u6709\u8fd9\u79cd\u7ed3\u6784\u53ef\u4ee5\u63d0\u4f9b\u6700\u9ad8\u7684\u6027\u80fd\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u82af\u7247\u7684\u4e92\u8fde\u4e92\u901a<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173449\/SK_hynix_0308_2.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe3\uff1aAI\u82af\u7247\u7684\u4e92\u8fde\u7f51\u7edc<\/p>\n<p>\u8fde\u63a5\u4f17\u591a\u5904\u7406\u5668\u65f6\u7684\u6027\u80fd\u74f6\u9888\u53d6\u51b3\u4e8e\u5e26\u5bbd\u3001\u5ef6\u8fdf\u4ee5\u53ca\u4e92\u8fde\u5f62\u5f0f\u3002\u8fd9\u4e9b\u56e0\u7d20\u51b3\u5b9a\u4e86\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u89c4\u6a21\u548c\u6027\u80fd\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5982\u679c\u4f01\u56fe\u901a\u8fc7\u5e76\u884c\u8fde\u63a5N\u4e2a\u52a0\u901f\u5668\u6765\u4f7f\u6027\u80fd\u63d0\u5347N\u500d\uff0c\u4e92\u8fde\u7684\u5ef6\u8fdf\u548c\u5e26\u5bbd\u4f1a\u5bfc\u81f4\u74f6\u9888\u7684\u51fa\u73b0\uff0c\u671f\u671b\u7684\u6027\u80fd\u63d0\u5347\u5e45\u5ea6\u4e5f\u65e0\u6cd5\u5b9e\u73b0\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5904\u7406\u5668\u548c\u5904\u7406\u5668\u4e4b\u95f4\u7684\u4e92\u8fde\u7ed3\u6784\u5bf9\u4e8e\u6027\u80fd\u7684\u53ef\u6269\u5c55\u6027\u800c\u8a00\u81f3\u5173\u91cd\u8981\u3002\u5bf9\u82f1\u4f1f\u8fbe\u7684A100 GPU\u800c\u8a00\uff0cNVLink 3.0\u4fbf\u53d1\u6325\u4e86\u8fd9\u4e00\u4f5c\u7528\u3002\u8fd9\u6b3eGPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff0cGraphics Processing Unit\uff09\u670912\u4e2aNVLink\u901a\u9053\uff0c\u6bcf\u4e2a\u901a\u9053\u63d0\u4f9b50GBps\u7684\u5e26\u5bbd\u30024\u4e2aGPU\u95f4\u5404\u75284\u6761\u901a\u9053\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u6784\u6210\u56e2\u7ed3\u6784\u3002\u4f46\u8981\u8fde\u63a516\u4e2aGPU\uff0c\u5219\u9700\u8981\u4e13\u7528\u4e8e\u4e92\u8fde\u7684\u5916\u90e8\u82af\u7247NVSwitch\u3002\u800c\u8c37\u6b4cTPU v2\u5219\u88ab\u8bbe\u8ba1\u6210\u80fd\u591f\u4f7f\u7528\u6838\u95f4\u4e92\u8fde\uff08ICI\uff0cInter-Core Interconnect\uff09\u8fde\u63a5\u4e00\u4e2a\u4e8c\u7ef4\u73af\u9762\u7ed3\u6784\uff0c\u603b\u5e26\u5bbd\u4e3a496 GBps\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173452\/Figure_4_Nvidiais_GPU_Accelerator_A100_using_6_HBMs.jpg\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe4\uff1a\u4f7f\u75286\u4e2aHBM\u7684\u82f1\u4f1f\u8fbeGPU\u52a0\u901f\u5668A100<br \/>\n(\u8d44\u6599\u6765\u6e90: <a style=\"text-decoration: underline;\" href=\"https:\/\/www.theverge.com\/2020\/5\/14\/21258419\/nvidia-ampere-gpu-ai-data-centers-specs-a100-dgx-supercomputer\" target=\"_blank\" rel=\"noopener noreferrer\">The Verge<\/a>)<\/p>\n<p>\u5904\u7406\u5668\u7684\u4e92\u8fde\u65b9\u5f0f\u5bf9\u6574\u4e2a\u7cfb\u7edf\u6709\u5de8\u5927\u5f71\u54cd\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4ee5\u7f51\u72b6\uff08mesh\uff09\u6216\u73af\u72b6\uff08torus\uff09\u7ed3\u6784\u4e92\u8fde\uff0c\u7531\u4e8e\u82af\u7247\u95f4\u7684\u7269\u7406\u8fde\u63a5\u5f88\u7b80\u5355\uff0c\u7ec4\u6210\u8fd9\u6837\u7684\u7ed3\u6784\u4fbf\u5f88\u5bb9\u6613\u3002\u4f46\u7531\u4e8e\u8ddd\u79bb\u8f83\u8fdc\u7684\u8282\u70b9\u95f4\u4e92\u8fde\u9700\u8981\u8df3\u8fc7\u51e0\u4e2a\u5904\u7406\u5668\uff0c\u5176\u5ef6\u8fdf\u4e0e\u8ddd\u79bb\u4fbf\u6210\u6b63\u6bd4\u589e\u52a0\u3002\u6700\u6781\u7aef\u7684\u65b9\u6cd5\u662f\u5c06\u6240\u6709\u5904\u7406\u5668\u4e00\u5bf9\u4e00\u5730\u4e92\u8fde\u8d77\u6765\uff0c\u5f62\u6210\u56e2\uff08clique\uff09\u7ed3\u6784\uff0c\u4f46\u8fd9\u5c06\u5bfc\u81f4\u82af\u7247\u5f15\u811a\uff08pin\uff09\u6570\u91cf\u7684\u5927\u5e45\u9636\u4e58\u589e\u52a0\uff0c\u4f7f\u5370\u5237\u7535\u8def\u677f\u7684\u62e5\u6324\u7a0b\u5ea6\u8d85\u51fa\u5141\u8bb8\u8303\u56f4\u3002\u56e0\u6b64\uff0c\u5728\u5b9e\u9645\u8bbe\u8ba1\u4e2d\uff0c\u8fd9\u79cd\u65b9\u6cd5\u6700\u591a\u53ea\u80fd\u8fde\u63a5\u56db\u4e2a\u5904\u7406\u5668\u3002<\/p>\n<p>\u5728\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u50cfNVSwitch\u8fd9\u6837\u7684\u4ea4\u6362\u5f00\u5173\u662f\u53e6\u4e00\u4e2a\u6709\u5438\u5f15\u529b\u7684\u9009\u62e9\uff0c\u4f46\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u5c06\u6240\u6709\u8fde\u63a5\u96c6\u4e2d\u5728\u4ea4\u6362\u5f00\u5173\u4e0a\u3002\u56e0\u6b64\uff0c\u7531\u4e8e\u4f20\u8f93\u7ebf\u96c6\u4e2d\u5728\u4ea4\u6362\u5f00\u5173\u5468\u56f4\uff0c\u4e92\u8fde\u7684\u5904\u7406\u5668\u6570\u91cf\u8d8a\u591a\uff0c\u5370\u5237\u7535\u8def\u677f\u5e03\u5c40\u5c31\u8d8a\u56f0\u96be\u3002\u6700\u597d\u7684\u65b9\u6cd5\u662f\u5c06\u6574\u4e2a\u7f51\u7edc\u67b6\u6784\u6210\u4e8c\u53c9\u6811\uff08binary tree\uff09\uff0c\u5728\u5e95\u7aef\u8fde\u63a5\u5904\u7406\u5668\uff0c\u5e76\u5c06\u6700\u5927\u5e26\u5bbd\u5206\u914d\u7ed9\u4e8c\u53c9\u6811\u7684\u9876\u7aef\u3002\u56e0\u6b64\uff0c\u521b\u5efa\u80d6\u6811\u7ed3\u6784\uff08binary fat tree\uff09\u5c06\u662f\u6700\u7406\u60f3\u7684\uff0c\u8fd9\u79cd\u7ed3\u6784\u80fd\u591f\u63d0\u4f9b\u6700\u5927\u7684\u6027\u80fd\u4e0e\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">\u795e\u7ecf\u5f62\u6001AI\u82af\u7247<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173455\/SK_hynix_0308_3.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe5\uff1a\u4e91\u670d\u52a1\u5668\u5904\u7406\u5668 vs \u795e\u7ecf\u5f62\u6001AI\u5904\u7406\u5668<\/p>\n<p>\u4f5c\u4e3a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u52a0\u901f\u5668\u7684\u4e91\u670d\u52a1\u5668\u6240\u4f7f\u7528\u7684\u5904\u7406\u5668\u5728\u6570\u636e\u8868\u793a\u548c\u5904\u7406\u65b9\u6cd5\u4e0a\uff0c\u90fd\u91c7\u53d6\u6570\u5b57\u5f62\u5f0f\uff0c\u5176\u8ba1\u7b97\u7ed3\u6784\u4ece\u6839\u672c\u4e0a\u770b\uff0c\u662f\u5728\u786c\u4ef6\u4e4b\u4e0a\u901a\u8fc7\u8f6f\u4ef6\u6a21\u62df\u795e\u7ecf\u7f51\u7edc\u3002\u6700\u8fd1\uff0c\u6709\u8d8a\u6765\u8d8a\u591a\u5173\u4e8e\u795e\u7ecf\u5f62\u6001AI\u82af\u7247\u7684\u7814\u7a76\u4e00\u6539\u4ee5\u5f80\u7684\u6a21\u62df\u65b9\u6cd5\uff0c\u76f4\u63a5\u6a21\u4eff\u751f\u7269\u4f53\u7684\u795e\u7ecf\u7f51\u7edc\u53ca\u5176\u4fe1\u53f7\uff0c\u5c06\u5176\u6620\u5c04\u5230\u6a21\u62df\u7535\u5b50\u7535\u8def\u4e0a\uff0c\u5e76\u4ee5\u540c\u6837\u7684\u65b9\u5f0f\u5904\u7406\u4fe1\u53f7\u3002\u8fd9\u79cd\u65b9\u6cd5\u5bf9\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u539f\u59cb\u6570\u636e\u8868\u793a\u91c7\u53d6\u4e86\u6a21\u62df\u7684\u5f62\u5f0f\u3002\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u4fe1\u53f7\u5728\u4e00\u4e2a\u7ed3\u70b9\u4e2d\u8868\u793a\uff0c\u4e14\u76f8\u4e92\u8fde\u63a5\u662f\u7531\u786c\u7ebf\uff08hardwire\uff09\u800c\u975e\u7531\u8f6f\u4ef6\u5b9e\u73b0\uff0c\u6743\u91cd\u5219\u662f\u4ee5\u6a21\u62df\u5f62\u5f0f\u5b58\u50a8\u7684\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173458\/SK_hynix_0308_4.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe6\uff1a\u73b0\u5b58\u534a\u5bfc\u4f53 vs. \u795e\u7ecf\u5f62\u6001\u534a\u5bfc\u4f53<\/p>\n<p>\u8fd9\u79cd\u7ed3\u6784\u7684\u4f18\u70b9\u5728\u4e8e\u5b83\u5177\u6709\u6700\u5927\u7684\u5e76\u884c\u6027\uff0c\u4e14\u540c\u65f6\u53ef\u4ee5\u7528\u6700\u5c11\u7684\u80fd\u91cf\u8fd0\u4f5c\u3002\u795e\u7ecf\u5f62\u6001\u82af\u7247\u5728\u67d0\u4e9b\u5e94\u7528\u4e2d\u53ef\u4ee5\u63d0\u4f9b\u5f88\u5927\u7684\u4f18\u52bf\u3002\u7531\u4e8e\u7ed3\u6784\u662f\u56fa\u5b9a\u7684\uff0c\u5b83\u7f3a\u4e4f\u53ef\u7f16\u7a0b\u6027\uff0c\u4f46\u5728\u67d0\u4e9b\u5c0f\u89c4\u6a21\u7684\u8fb9\u7f18\u8ba1\u7b97\u5e94\u7528\u4e2d\u53ef\u4ee5\u6709\u5f88\u5927\u4f18\u52bf\u3002\u4e8b\u5b9e\u4e0a\uff0c\u795e\u7ecf\u5f62\u6001\u5904\u7406\u5668\u5728\u5904\u7406\u7269\u8054\u7f51\u4e2d\u4f20\u611f\u5668\u7684\u4eba\u5de5\u667a\u80fd\u4fe1\u53f7\u7b49\u5e94\u7528\u4e2d\u5177\u6709\u91cd\u8981\u610f\u4e49\uff0c\u5b83\u53ef\u4ee5\u63d0\u4f9b\u9ad8\u80fd\u6548\uff0c\u4e5f\u80fd\u8fdb\u884c\u9700\u8981\u4f7f\u7528\u56fa\u5b9a\u6743\u91cd\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5927\u91cf\u89c6\u9891\u6570\u636e\u7684\u56fe\u50cf\u5206\u7c7b\u4efb\u52a1\u3002\u7136\u800c\uff0c\u7531\u4e8e\u6743\u91cd\u662f\u56fa\u5b9a\u7684\uff0c\u5b83\u5f88\u96be\u7528\u4e8e\u9700\u8981\u6301\u7eed\u5b66\u4e60\u7684\u5e94\u7528\u9886\u57df\u3002\u53e6\u5916\uff0c\u51fa\u4e8e\u5728\u5927\u89c4\u6a21\u8ba1\u7b97\u65f6\u7684\u7ed3\u6784\u9650\u5236\uff0c\u5b83\u5f88\u96be\u5229\u7528\u5c06\u51e0\u4e2a\u82af\u7247\u5e76\u884c\u4e92\u8fde\u7684\u5e76\u884c\u6027\uff0c\u5bfc\u81f4\u5176\u5b9e\u9645\u5e94\u7528\u8303\u56f4\u4ec5\u9650\u4e8e\u8fb9\u7f18\u8ba1\u7b97\u3002\u6211\u4eec\u4e5f\u6709\u53ef\u80fd\u4ee5\u6570\u5b57\u5f62\u5f0f\u5b9e\u73b0\u795e\u7ecf\u5f62\u6001\u7684\u7ed3\u6784\uff0cIBM\u7684TrueNorth\u82af\u7247\u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\u3002\u7136\u800c\u6211\u4eec\u4e5f\u77e5\u9053\u5176\u53ef\u6269\u5c55\u6027\u662f\u6709\u9650\u7684\uff0c\u8fd9\u4f7f\u5f97\u5b83\u5f88\u96be\u627e\u5230\u5e7f\u6cdb\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u82af\u7247\u7684\u53d1\u5c55\u73b0\u72b6<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p>\u4e3a\u4e86\u521b\u9020\u80fd\u4e0e\u4eba\u7c7b\u5bf9\u8bdd\u7684\u667a\u80fd\u6570\u5b57\u52a9\u7406\uff0c\u9700\u8981\u5904\u7406\u5927\u91cf\u7528\u6237\u6570\u636e\u7684Meta\u516c\u53f8\uff08\u539fFacebook\uff09\u6b63\u5728\u8bbe\u8ba1\u4e00\u6b3e\u4e13\u7528\u4e8e<a style=\"text-decoration: underline;\" href=\"https:\/\/engineering.fb.com\/2021\/06\/28\/data-center-engineering\/asicmon\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u638c\u63e1\u5173\u4e8e\u4e16\u754c\u7684\u57fa\u672c\u77e5\u8bc6\u7684AI\u82af\u7247<\/a>\u3002\u9664\u6b64\u4e4b\u5916\uff0cMeta\u5185\u90e8\u8fd8\u6b63\u5f00\u53d1\u7528\u4e8e\u5ba1\u6838\u5185\u5bb9\u5e76\u51b3\u5b9a\u4e0a\u4f20\u81f3Facebook\u7684\u5b9e\u65f6\u89c6\u9891\u80fd\u5426\u88ab\u53d1\u5e03\u7684AI\u82af\u7247\u3002<\/p>\n<p>\u4e13\u6ce8\u4e8e\u7535\u5b50\u5546\u52a1\u548c\u4e91\u8ba1\u7b97\u7684\u6280\u672f\u516c\u53f8\u4e9a\u9a6c\u900a\uff0c\u73b0\u5df2\u5f00\u53d1\u4e86\u81ea\u5bb6\u7684\u4eba\u5de5\u667a\u80fd\u52a0\u901f\u5668<a style=\"text-decoration: underline;\" href=\"https:\/\/aws.amazon.com\/ko\/blogs\/aws\/majority-of-alexa-now-running-on-faster-more-cost-effective-amazon-ec2-inf1-instances\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS Inferentia<\/a>\uff0c\u4e3a\u5176\u6570\u5b57\u52a9\u7406Alexa\u52a9\u529b\uff0c\u5e76\u5229\u7528\u5b83\u6765\u8bc6\u522b\u97f3\u9891\u4fe1\u53f7\u3002\u4e91\u670d\u52a1\u63d0\u4f9b\u5546AWS\u5df2\u7ecf\u5f00\u53d1\u4e86\u4f7f\u7528Inferentia\u82af\u7247\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5e76\u4e3a\u4e91\u670d\u52a1\u7528\u6237\u63d0\u4f9b\u50cf\u8c37\u6b4cTPU\u4e00\u6837\u53ef\u4ee5\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d\u7684\u529f\u80fd\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5fae\u8f6f\u5728\u5176<a style=\"text-decoration: underline;\" href=\"https:\/\/www.cnbc.com\/2018\/05\/07\/microsoft-is-luring-a-i-developer-by-offering-them-faster-chips.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u6570\u636e\u4e2d\u5fc3\u4f7f\u7528\u73b0\u573a\u53ef\u7f16\u7a0b\u95e8\u9635\u5217<\/a>\uff08FPGA\uff0cField Programmable Gate Array\uff09\uff0c\u5e76\u5f15\u5165\u4e86\u4e00\u79cd\u6839\u636e\u5e94\u7528\u7b97\u6cd5\u91cd\u65b0\u914d\u7f6e\u7cbe\u5ea6\u548c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u4ee5\u786e\u4fdd\u6700\u4f73\u6027\u80fd\u7684\u65b9\u6cd5\uff0c\u4ee5\u6b64\u6253\u9020\u5728\u5f53\u524d\u5e94\u7528\u548c\u672a\u6765\u5e94\u7528\u7686\u6709\u6700\u4f18\u8868\u73b0\u7684AI\u82af\u7247\u3002\u7136\u800c\uff0c\u5373\u4f7f\u5df2\u7ecf\u786e\u5b9a\u4e86\u6700\u4f73\u7ed3\u6784\uff0c\u4e3a\u4e86\u91cd\u65b0\u914d\u7f6e\u7ed3\u6784\u548c\u903b\u8f91\u7535\u8def\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4ecd\u7136\u4ea7\u751f\u4e86\u5927\u91cf\u7684\u95f4\u63a5\u5f00\u9500\u3002\u4e0e\u4e3a\u67d0\u4e9b\u76ee\u7684\u7279\u5b9a\u8bbe\u8ba1\u7684ASIC\u82af\u7247\u76f8\u6bd4\uff0c\u8be5\u65b9\u6cd5\u5728\u80fd\u8017\u548c\u6027\u80fd\u65b9\u9762\u4e0d\u53ef\u907f\u514d\u5730\u5904\u4e8e\u52a3\u52bf\uff0c\u56e0\u6b64\uff0c\u6211\u4eec\u4ecd\u4e0d\u6e05\u695a\u5176\u5b9e\u9645\u6548\u76ca\u3002<\/p>\n<p>\u5f53\u4e0b\uff0c\u4e00\u4e9b\u521d\u521b\u82af\u7247\u8bbe\u8ba1\u516c\u53f8\uff08fabless\uff09\u6b63\u5728\u901a\u8fc7\u5f00\u53d1\u4e0d\u4e13\u7528\u4e8e\u67d0\u4e9b\u5e94\u7528\u9886\u57df\u7684\u901a\u7528\u53ef\u7f16\u7a0b\u52a0\u901f\u5668\uff0c\u4ee5\u6b64\u4e0e\u82f1\u4f1f\u8fbe\u7ade\u4e89\uff0c\u5305\u62ecCerebras Systems\u3001Graphcore\u548cGroq\u5728\u5185\u7684\u8bb8\u591a\u516c\u53f8\u4e5f\u7eb7\u7eb7\u52a0\u5165\u8fd9\u573a\u6fc0\u70c8\u7684\u89d2\u9010\u3002\u5728\u97e9\u56fd\uff0cSK\u7535\u8baf\u4e0eSK\u6d77\u529b\u58eb\u5408\u4f5c\u5f00\u53d1\u4e86SAPEON\uff0c\u5e76\u5373\u5c06\u4ee5\u5176\u4f5c\u4e3aAI\u82af\u7247\u7528\u4e8e\u6570\u636e\u4e2d\u5fc3\u3002\u4e0e\u6b64\u540c\u65f6\uff0cFuriosa AI\u4e5f\u6b63\u51c6\u5907\u5c06\u5176AI\u82af\u7247Warboy\u5546\u4e1a\u5316\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173501\/Figure_7_SAPEON_X220.jpg\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe7\uff1aSAPEON X220<br \/>\n(\u8d44\u6599\u6765\u6e90: <a style=\"text-decoration: underline;\" href=\"https:\/\/www.sktelecom.com\/en\/press\/press_detail.do?idx=1492\" target=\"_blank\" rel=\"noopener noreferrer\">SK\u7535\u8baf\u65b0\u95fb\u7a3f<\/a>)<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">\u7f16\u8bd1\u5668\u7684\u91cd\u8981\u6027<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p>\u6b64\u7c7b\u4eba\u5de5\u667a\u80fd\u786c\u4ef6\u7684\u6027\u80fd\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u5176\u8f6f\u4ef6\u7684\u4f18\u5316\u7a0b\u5ea6\u3002\u8981\u901a\u8fc7\u6536\u7f29\u9635\u5217\u540c\u65f6\u64cd\u4f5c\u6570\u5343\u6216\u6570\u4e07\u4e2a\u8ba1\u7b97\u7535\u8def\u5e76\u6709\u6548\u5730\u6536\u96c6\u7ed3\u679c\uff0c\u9700\u8981\u9ad8\u5ea6\u7684\u534f\u8c03\u3002\u8bbe\u7f6e\u8f93\u5165\u6570\u636e\u7684\u987a\u5e8f\uff0c\u4f7f\u4eba\u5de5\u667a\u80fd\u82af\u7247\u4e2d\u7684\u4f17\u591a\u8ba1\u7b97\u7535\u8def\u8fde\u7eed\u5de5\u4f5c\uff0c\u5e76\u5c06\u8f93\u51fa\u4f20\u8f93\u5230\u4e0b\u4e00\u9636\u6bb5\uff0c\u8fd9\u4e9b\u4efb\u52a1\u53ea\u80fd\u901a\u8fc7\u4e13\u95e8\u7684\u5e93\uff08library\uff09\u6765\u5b8c\u6210\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5f00\u53d1\u9ad8\u6548\u7684\u5e93\u4ee5\u53ca\u4f7f\u7528\u5e93\u7684\u7f16\u8bd1\u5668\u4e0e\u8bbe\u8ba1\u786c\u4ef6\u540c\u6837\u91cd\u8981\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbeGPU\u5728\u6700\u521d\u662f\u4e00\u4e2a\u56fe\u5f62\u5f15\u64ce\u3002\u4f46\u82f1\u4f1f\u8fbe\u5f00\u521b\u4e86\u540d\u4e3a<a style=\"text-decoration: underline;\" href=\"https:\/\/developer.nvidia.com\/cuda-toolkit\" target=\"_blank\" rel=\"noopener noreferrer\">CUDA<\/a>\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u5730\u7f16\u5199\u7a0b\u5e8f\uff0c\u5e76\u4f7f\u5176\u80fd\u591f\u5728GPU\u4e0a\u9ad8\u6548\u8fd0\u884c\uff0c\u8fd9\u8ba9\u5b83\u5728\u6574\u4e2a\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u53d6\u5f97\u4e86\u9ad8\u4eba\u6c14\u7684\u666e\u904d\u5e94\u7528\u3002\u8c37\u6b4c\u4e5f\u63d0\u4f9b\u4e86\u81ea\u5df1\u7684\u5f00\u53d1\u73af\u5883<a style=\"text-decoration: underline;\" href=\"https:\/\/www.tensorflow.org\/learn\" target=\"_blank\" rel=\"noopener noreferrer\">TensorFlow<\/a>\uff0c\u4ee5\u652f\u6301\u7528\u6237\u8f7b\u677e\u5229\u7528TPU\uff0c\u5e2e\u52a9\u4ed6\u4eec\u4f7f\u7528TPU\u5f00\u53d1\u8f6f\u4ef6\u3002\u53ef\u89c1\uff0c\u672a\u6765\u6211\u4eec\u9700\u8981\u66f4\u4e30\u5bcc\u3001\u66f4\u591a\u6837\u5316\u7684\u5f00\u53d1\u73af\u5883\uff0c\u589e\u52a0\u4eba\u5de5\u667a\u80fd\u82af\u7247\u7684\u9002\u7528\u6027\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u82af\u7247\u53ca\u5176\u80fd\u6e90\u6d88\u8017<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p>\u672a\u6765AI\u670d\u52a1\u7684\u65b9\u5411\u7edd\u5bf9\u8981\u4ee5\u63d0\u9ad8\u670d\u52a1\u8d28\u91cf\u548c\u964d\u4f4e\u6240\u9700\u80fd\u8017\u4e3a\u91cd\u70b9\u3002\u56e0\u6b64\uff0c\u9884\u8ba1\u5728\u672a\u6765\uff0c\u4eba\u7c7b\u5c06\u56f4\u7ed5\u964d\u4f4eAI\u82af\u7247\u7684\u529f\u8017\u548c\u52a0\u901f\u5f00\u53d1\u8282\u80fd\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u800c\u52aa\u529b\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5728ImageNet\u7684\u8bad\u7ec3\u4e2d\uff0c\u9700\u898110^19\u6b21\u6d6e\u70b9\u8fd0\u7b97\u624d\u80fd\u5c06\u9519\u8bef\u7387\u964d\u4f4e\u52305%\u4ee5\u4e0b\uff0c\u8fd9\u76f8\u5f53\u4e8e\u6574\u4e2a\u7ebd\u7ea6\u5e02\u7684\u5c45\u6c11\u4e00\u4e2a\u6708\u6240\u6d88\u8017\u7684\u80fd\u6e90\u91cf\u3002\u4ee52016\u5e74<a style=\"text-decoration: underline;\" href=\"https:\/\/www.deepmind.com\/research\/highlighted-research\/alphago\" target=\"_blank\" rel=\"noopener noreferrer\">AlphaGo<\/a>\u4e0e9\u6bb5\u804c\u4e1a\u68cb\u624b\u674e\u4e16\u77f3\u7684\u56f4\u68cb\u6bd4\u8d5b\u4e3a\u4f8b\uff0c\u4e0b\u56f4\u68cb\u65f6\u7684\u63a8\u7406<a style=\"text-decoration: underline;\" href=\"https:\/\/www.businessinsider.com\/heres-how-much-computing-power-google-deepmind-needed-to-beat-lee-sedol-2016-3\" target=\"_blank\" rel=\"noopener noreferrer\">\u5171\u4f7f\u7528\u4e861202\u4e2aCPU\u548c176\u4e2aGPU<\/a>\uff0c\u9884\u4f30\u8017\u7535\u91cf\u4e3a1\u5146\u74e6\u3002\u4e0e\u4eba\u8111\u4ec5\u4f7f\u752820\u74e6\u76f8\u6bd4\uff0c\u8fd9\u662f\u975e\u5e38\u5de8\u5927\u7684\u80fd\u91cf\u6d88\u8017\u3002<\/p>\n<p>\u540e\u6765\u5f00\u53d1\u7684AlphaGo Zero\u53ea\u75284\u4e2aTPU\u8fdb\u884c\u81ea\u6211\u5f3a\u5316\u5b66\u4e60\uff0c\u5374\u5728\u533a\u533a72\u5c0f\u65f6\u7684\u8bad\u7ec3\u540e\u4fbf\u53d6\u5f97\u4e86\u8d85\u8fc7AlphaGo\u7cfb\u7edf\u7684\u8868\u73b0\u3002\u8fd9\u4e2a\u6848\u4f8b\u8bc1\u660e\u4e86\u4f7f\u7528\u5168\u65b0\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u548c\u5b66\u4e60\u65b9\u6cd5\u6765\u51cf\u5c11\u80fd\u6e90\u6d88\u8017\u7684\u6f5c\u529b\u3002\u800c\u6211\u4eec\u5fc5\u987b\u7ee7\u7eed\u5bf9\u8282\u80fd\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u8fdb\u884c\u7814\u7a76\u548c\u5f00\u53d1\u3002<\/p>\n<div style=\"text-align: center;\">\n<div style=\"display: inline-block; max-width: 748px; width: 100%; text-align: left;\">\n<div style=\"height: 2px; background: #666666; margin-bottom: 6px;\"><\/div>\n<h3 class=\"sub-title\" style=\"margin: 0; line-height: 1.4;\">AI\u534a\u5bfc\u4f53\u5e02\u573a\u7684\u672a\u6765<\/h3>\n<div style=\"height: 2px; background: #666666; margin-top: 6px;\"><\/div>\n<\/div>\n<\/div>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173503\/SK_hynix_0308_5.png\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe8\uff1aAI\u82af\u7247\u7684\u5e02\u573a\u524d\u666f<br \/>\n\uff08\u8d44\u6599\u6765\u6e90\uff1a<a style=\"text-decoration: underline;\" href=\"https:\/\/www.statista.com\/statistics\/1283358\/artificial-intelligence-chip-market-size\/\" target=\"_blank\" rel=\"noopener noreferrer\">Statista<\/a>\uff09<\/p>\n<p>\u5728AI\u9886\u57df\u53d6\u5f97\u7684\u6210\u5c31\u5c06\u6269\u5927\u76f8\u5173\u6280\u672f\u7684\u5e94\u7528\u8303\u56f4\uff0c\u4e5f\u5c06\u5f15\u53d1\u60ca\u4eba\u7684\u5e02\u573a\u589e\u957f\u3002\u4f8b\u5982\uff0c\u4e3a\u89e3\u51b3AI\u548c\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u6570\u636e\u8bbf\u95ee\u74f6\u9888\u95ee\u9898\uff0cSK\u6d77\u529b\u58eb\u6700\u8fd1\u5f00\u53d1\u4e86\u4e0b\u4e00\u4ee3\u667a\u80fd\u5185\u5b58\u534a\u5bfc\u4f53PIM<sup style=\"color: #ff0000;\">* <\/sup>\uff08Processing-in-Memory\uff0c\u5185\u5b58\u4e2d\u5904\u7406\uff09\u3002SK\u6d77\u529b\u58eb\u516c\u5e03\u4e86<a style=\"text-decoration: underline;\" href=\"https:\/\/news.skhynix.com.cn\/sk-hynix-develops-pim-next-generation-ai-accelerator\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u201cGDDR6-AiM\uff08\u5185\u5b58\u52a0\u901f\u5668\uff09\u201d<\/a>\u6837\u54c1\uff0c\u5c06\u5176\u4f5c\u4e3a\u9996\u4e2a\u5e94\u7528PIM\u7684\u4ea7\u54c1\uff0c\u66f4\u57282022\u5e74\u56fd\u9645\u56fa\u6001\u7535\u8def\u4f1a\u8bae<sup style=\"color: #ff0000;\">* <\/sup>\uff08ISSCC\uff0cIEEE International Solid-State Circuits Conference\uff09\u4e0a\u5ba3\u5e03\u4e86PIM\u5f00\u53d1\u6210\u679c\u3002ISSCC\u662f\u5728\u534a\u5bfc\u4f53\u9886\u57df\u5177\u6709\u6700\u9ad8\u6743\u5a01\u7684\u56fd\u9645\u4f1a\u8bae\uff0c\u5df2\u4e8e\u4eca\u5e742\u6708\u5e95\u5728\u65e7\u91d1\u5c71\u4e3e\u884c\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter alignnone size-full wp-image-4330\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173506\/Figure_9_iGDDR6-AiMi_of_SK_hynix.jpg\" alt=\"\" width=\"1600\" \/><\/p>\n<p class=\"caption\">\u25b2 \u56fe9\uff1aSK\u6d77\u529b\u58eb\u5f00\u53d1\u7684GDDR6-AiM<\/p>\n<p>\u5e94\u7528\u7cfb\u7edf\u5c06\u8fdb\u4e00\u6b65\u5f00\u521b\u66f4\u5bbd\u9614\u7684AI\u5e02\u573a\uff0c\u4e0d\u65ad\u521b\u9020\u65b0\u7684\u9886\u57df\uff0c\u8fdb\u800c\u4ee5\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7684\u63a8\u7406\u8d28\u91cf\u4e3a\u652f\u6491\uff0c\u5b9e\u73b0\u66f4\u4e3a\u51fa\u4f17\u7684\u670d\u52a1\u8d28\u91cf\u3002\u4f5c\u4e3aAI\u7cfb\u7edf\u7684\u9aa8\u5e72\uff0c\u80fd\u4ee5\u4f4e\u80fd\u8017\u5feb\u901f\u53ca\u51c6\u786e\u5730\u8fdb\u884c\u63a8\u7406\u548c\u8bad\u7ec3\u4efb\u52a1\u7684AI\u534a\u5bfc\u4f53\u4ea6\u5c06\u8131\u9896\u800c\u51fa\u3002\u6700\u65b0\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\u5f53\u524d\u7684\u80fd\u6e90\u6548\u7387\u672c\u8eab\u662f\u975e\u5e38\u4f4e\u7684\uff0c\u56e0\u6b64\uff0c\u6211\u4eec\u66f4\u9700\u8981\u7814\u7a76\u65b0\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u5e76\u540c\u65f6\u5173\u6ce8\u529f\u80fd\u548c\u80fd\u6e90\u6548\u7387\u3002\u800c\u5728\u786c\u4ef6\u65b9\u9762\uff0c\u5b9a\u4e49\u80fd\u6e90\u6548\u7387\u7684\u6838\u5fc3\u5728\u4e8e\u6539\u8fdb\u5185\u5b58\u8bbf\u95ee\u65b9\u6cd5\u3002\u56e0\u6b64\uff0c\u5728\u5185\u5b58\u4e2d\u5904\u7406\u6570\u636e\u800c\u65e0\u9700\u5355\u72ec\u8bbf\u95ee\u7684PIM\u6280\u672f\uff0c\u4ee5\u53ca\u901a\u8fc7\u5728\u6a21\u62df\u5185\u5b58\u4e2d\u5b58\u50a8\u7a81\u89e6\u6743\u91cd\u6765\u6a21\u4eff\u795e\u7ecf\u7f51\u7edc\u7684\u795e\u7ecf\u5f62\u6001\u8ba1\u7b97\u5c06\u6210\u4e3a\u91cd\u8981\u7684\u7814\u7a76\u9886\u57df\u3002<\/p>\n<p class=\"footnote\"><sup style=\"color: #ff0000;\">* <\/sup>\u8fb9\u7f18\u8ba1\u7b97\uff08Edge Computing\uff09\u662f\u4e00\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u8303\u5f0f\uff0c\u5b83\u80fd\u591f\u4f7f\u8ba1\u7b97\u548c\u6570\u636e\u5b58\u50a8\u66f4\u63a5\u8fd1\u4e8e\u6570\u636e\u6e90\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff0cConvolutional neural network\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u56fe\u50cf\u7684\u8bc6\u522b\u548c\u5904\u7406\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff0c\u4e13\u95e8\u7528\u4e8e\u5904\u7406\u50cf\u7d20\u6570\u636e\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u540c\u6001\u52a0\u5bc6\uff08Homomorphic Encryption\uff09\u662f\u4e00\u79cd\u52a0\u5bc6\u5f62\u5f0f\uff0c\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u89e3\u5bc6\u7684\u60c5\u51b5\u4e0b\u5bf9\u5176\u52a0\u5bc6\u7684\u6570\u636e\u8fdb\u884c\u8ba1\u7b97\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08DNN\uff0cDeep Neural Network\uff09\u662f\u4e00\u79cd\u5728\u8f93\u5165\u548c\u8f93\u51fa\u5c42\u4e4b\u95f4\u6709\u591a\u5c42\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u52a0\u901f\u5668\uff08Accelerator\uff09\u662f\u4e00\u79cd\u5229\u7528\u5904\u7406\u548c\u8ba1\u7b97\u82af\u7247\u5236\u6210\u7684\u7279\u6b8a\u7528\u9014\u786c\u4ef6\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u5185\u5b58\u4e2d\u5904\u7406\uff08PIM\uff0cProcessing-in-Memory\uff0c\u4ea6\u79f0\u5185\u5b58\u4e2d\u5904\u7406\u5668\uff09\u4e3a\u65b0\u4e00\u4ee3\u6280\u672f\u3002\u5b83\u901a\u8fc7\u5728\u5185\u5b58\u4e2d\u589e\u52a0\u8ba1\u7b97\u529f\u80fd\uff0c\u4e3aAI\u548c\u5927\u6570\u636e\u7684\u6570\u636e\u62e5\u5835\u95ee\u9898\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002\u57fa\u4e8e\u8fd9\u79cd\u6280\u672f\u7684\u4ea7\u54c1\u4ea6\u88ab\u79f0\u4e3aPIM\u82af\u7247\u3002<br \/>\n<sup style=\"color: #ff0000;\">* <\/sup>\u56fd\u9645\u56fa\u6001\u7535\u8def\u4f1a\u8bae\uff08ISSCC\uff0cIEEE International Solid-State Circuits Conference\uff09\u5df2\u4e8e\u4eca\u5e742\u670820\u65e5\u81f32\u670828\u65e5\u5728\u7ebf\u4e0a\u4e3e\u884c\uff0c\u4e3b\u9898\u4e3a\u201d\u9762\u5411\u53ef\u6301\u7eed\u4e16\u754c\u7684\u667a\u80fd\u7845\u7247\uff08Intelligent Silicon for a Sustainable World\uff09\u201d\u3002<\/p>\n<div class=\"namecard\">\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-3446 aligncenter\" src=\"https:\/\/d3kr8rj3cmzqzl.cloudfront.net\/wp-content\/uploads\/2026\/05\/29173508\/Dong_kyoon_Jeong.png\" alt=\"\" width=\"150\" \/><\/p>\n<div class=\"name\">\n<p class=\"tit\" style=\"text-align: center;\"><strong>\u90d1\u5fb7\u5747<\/strong>\u535a\u58eb<\/p>\n<p style=\"text-align: center;\"><span class=\"sub\">Professor<br \/>\nElectrical &amp; Computer Engineering<br \/>\nSeoul National University(SNU) College of Engineering<\/span><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u88ab\u79f0\u4e3a \u201c\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u5178\u8303\u8f6c\u79fb\uff08Paradigm Shift\uff09\u201d\u7684\u4eba\u5de5\u667a\u80fd\uff08AI\uff0cArtificial In [\u2026]<\/p>\n","protected":false},"author":2,"featured_media":1491,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_migrated_source_id":8059,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[6],"tags":[1032,1031,206,635,768],"class_list":{"0":"post-1503","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-story","8":"tag-ai","10":"tag-gddr6-aim","11":"tag-635","12":"tag-768"},"acf":[],"_links":{"self":[{"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/posts\/1503","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/comments?post=1503"}],"version-history":[{"count":2,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/posts\/1503\/revisions"}],"predecessor-version":[{"id":5339,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/posts\/1503\/revisions\/5339"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/media\/1491"}],"wp:attachment":[{"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/media?parent=1503"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/categories?post=1503"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news.skhynix.com\/cn\/wp-json\/wp\/v2\/tags?post=1503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}