{"id":5815,"date":"2023-04-09T17:58:20","date_gmt":"2023-04-09T09:58:20","guid":{"rendered":"https:\/\/vcai.cn\/?p=5815"},"modified":"2023-04-09T20:58:20","modified_gmt":"2023-04-09T12:58:20","slug":"zhuti-20230409-aichanye","status":"publish","type":"post","link":"https:\/\/vcai.cn\/index.php\/zhuti-20230409-aichanye\/","title":{"rendered":"2022\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u56fe\u8c31\uff08\u9644PDF\u4e0b\u8f7d\uff09"},"content":{"rendered":"\n<p>AI\u4ea7\u4e1a\u94fe\u7ecf\u8fc7\u4e24\u4e2a\u6708\u7684\u4e0a\u6da8\uff0c\u5e02\u573a\u5df2\u7ecf\u8fbe\u6210\u4e86\u5171\u8bc6\uff1a\u8fd9\u79cd\u4ea7\u4e1a\u8d8b\u52bf\u7ea7\u522b\u7684\u6280\u672f\u9769\u65b0\uff0c\u6218\u7565\u4e0a\u5e94\u8be5\u59cb\u7ec8\u770b\u591a\uff0c\u6218\u672f\u4e0a\u6839\u636e\u5e02\u573a\u70ed\u70b9\u7075\u6d3b\u5e94\u5bf9\u3002\u611f\u89c9\u4e0a\u5c31\u50cf2020\u5e74\u7684\u75ab\u60c5\u6982\u5ff5\uff0c\u5206\u652f\u4ece\u53e3\u7f69\u3001\u7194\u55b7\u5e03\u3001\u547c\u5438\u673a\u5230\u4e2d\u836f\u3001\u75ab\u82d7\u3001\u7279\u6548\u836f\u7b49\u4e0d\u505c\u884d\u751f\u3001\u5206\u5316\u3001\u8f6e\u52a8\uff0c\u5dee\u522b\u662f\u75ab\u60c5\u6982\u5ff5\u5927\u591a\u76f4\u63a5\u5e26\u6765\u4e86\u8425\u6536\u7684\u5de8\u5927\u589e\u957f\uff0c\u800cAI\u6982\u5ff5\u5e26\u6765\u5de8\u989d\u5229\u6da6\u7684\u65f6\u95f4\u70b9\u8fd8\u4e0d\u786e\u5b9a\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u6bcf\u4e2a\u5468\u672b\u90fd\u6709\u65b0\u7684\u6d88\u606f\u6216\u9898\u6750\u523a\u6fc0\uff0cAI\u6982\u5ff5\u4e5f\u5728\u4ece\u6280\u672f\u5c42\u5411\u57fa\u7840\u5c42\u548c\u5e94\u7528\u5c42\u5ef6\u4f38\u3001\u8f6e\u52a8\u3002\u4e86\u89e3\u5b8c\u6574\u7684\u4ea7\u4e1a\u56fe\u8c31\uff0c\u6709\u52a9\u4e8e\u5feb\u901f\u5224\u65ad\u5e76\u5728\u64cd\u4f5c\u4e0a\u8ddf\u8fdb\u3002\uff08<strong>\u5b8c\u6574\u62a5\u544a\u8bf7\u5173\u6ce8\u516c\u4f17\u53f7\u201cv\u5f62\u53cd\u8f6c\u201d\uff0c\u53d1\u9001\u201c\u4eba\u5de5\u667a\u80fd2022\u201d\u81ea\u53d6<\/strong>\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1493\" height=\"1101\" src=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/2023040909551131.png\" alt=\"\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u56fe\u8c312022\" class=\"wp-image-5818\" srcset=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/2023040909551131.png 1493w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/2023040909551131-300x221.png 300w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/2023040909551131-1024x755.png 1024w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/2023040909551131-768x566.png 768w\" sizes=\"auto, (max-width: 1493px) 100vw, 1493px\" \/><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><i class=\"ez-toc-toggle-el\"><\/i><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vcai.cn\/index.php\/zhuti-20230409-aichanye\/#AI25E8258A25AF25E72589258725E725B125BB25E5259E258B\" >AI\u82af\u7247\u7c7b\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vcai.cn\/index.php\/zhuti-20230409-aichanye\/#25E5258625B325E725AD259625E6259925BA25E8258325BD25EF25BC259A25E8259E258D25E52590258825E6259C25BA25E5259925A825E525AD25A625E425B925A025E325802581NLP25E32580258125E7259F25A525E825AF258625E5259B25BE25E825B025B125EF25BC258C25E525AE259E25E7258E25B025E6259525B025E6258D25AE25E425B8258E25E7259F25A525E825AF258625E925A925B125E5258A25A8\" >\u51b3\u7b56\u667a\u80fd\uff1a\u878d\u5408\u673a\u5668\u5b66\u4e60\u3001NLP\u3001\u77e5\u8bc6\u56fe\u8c31\uff0c\u5b9e\u73b0\u6570\u636e\u4e0e\u77e5\u8bc6\u9a71\u52a8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vcai.cn\/index.php\/zhuti-20230409-aichanye\/#25E82599259A25E6258B259F25E6259525B025E525AD259725E425BA25BA25EF25BC259A25E5258525A825E625A02588AI25E8258325BD25E5258A259B25E9259B258625E525A425A725E62588259025E82580258525EF25BC258C25E525AF25B925E5258525A525E525B1258025E82580258525E8258325BD25E5258A259B25E6258F259025E5258725BA25E925AB259825E825A6258125E625B12582\" >\u865a\u62df\u6570\u5b57\u4eba\uff1a\u5168\u6808AI\u80fd\u529b\u96c6\u5927\u6210\u8005\uff0c\u5bf9\u5165\u5c40\u8005\u80fd\u529b\u63d0\u51fa\u9ad8\u8981\u6c42<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI25E8258A25AF25E72589258725E725B125BB25E5259E258B\"><\/span>AI\u82af\u7247\u7c7b\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI\u82af\u7247\u662f\u4e13\u95e8\u4e3aAI\u8ba1\u7b97\u52a0\u901f\u800c\u8bbe\u8ba1\u7684\u82af\u7247\uff0c\u201cCPU+X\u201d\u7684\u5f02\u6784\u8ba1\u7b97\u6a21\u5f0f\u6781\u5927\u52a0\u901f\u4e86AI\u5e94\u7528\u7684\u8fd0\u7b97\u6548\u7387\u3002X\u5373\u6307\u4ee3AI\u82af\u7247\uff0c\u5e38\u89c1\u4ea7\u54c1\u7c7b\u578b\u5305\u62ecGPU\u3001FPGA\u3001SIC\u4e0e\u7c7b\u8111\u82af\u7247\u3002\u4eceAI\u82af\u7247\u5e94\u7528\u7c7b\u578b\u6765\u770b\uff0c\u4ee5\u82f1\u4f1f\u8fbe\u516c\u53f8\u4ea7\u54c1\u4e3a\u4ee3\u8868\u7684GPU\u957f\u671f\u5360\u636eAI\u82af\u7247\u4e3b\u6d41\u5e94\u7528\u5e02\u573a\uff0c\u5c24\u5176\u662f\u5728\u4e91\u7aef\u53ca\u8fb9\u7f18\u4fa7\u5bf9\u82af\u7247\u7684\u8ba1\u7b97\u6027\u80fd\u3001\u7cbe\u5ea6\u53ca\u901a\u7528\u6027\u6709\u9ad8\u8981\u6c42\u7684\u8bad\u7ec3\u573a\u666f\u3002\u672a\u6765\uff0c\u5728\u4e2d\u56fd\u4e1c\u6570\u897f\u7b97\u3001\u667a\u7b97\u4e2d\u5fc3\u3001\u65b0\u578b\u6570\u636e\u4e2d\u5fc3\u7684\u5efa\u8bbe\u6d6a\u6f6e\u4e0e\u4e92\u8054\u7f51\u5382\u5546\u81ea\u7814\u53ca\u6295\u8d44\u9a71\u4f7f\u4e0b\uff0cASIC-DSA\u67b6\u6784\u7684AI\u82af\u7247\u4ea7\u54c1\u7531\u4e8eSIC\u5b9a\u5236\u5316\u53ef\u5b9e\u73b0\u7684\u6781\u81f4\u4ea7\u54c1\u6027\u80fd\u53caDSA\u90e8\u5206\u8f6f\u4ef6\u53ef\u7f16\u7a0b\u6269\u5927\u573a\u666f\u8303\u56f4\u7684\u4f18\u8d28\u7279\u6027\uff0c\u5c06\u7387\u5148\u5728\u63a8\u7406\u4fa7\u5c55\u5f00\u5bf9GPU\u7684\u66ff\u4ee3\uff0c\u987a\u5e94\u201c\u5148\u63a8\u7406\u540e\u8bad\u7ec3\u201d\u7684\u53d1\u5c55\u8def\u5f84\uff0c\u9010\u6b65\u5b9e\u73b0\u56fd\u4ea7AI\u82af\u7247\u7684\u591a\u70b9\u5f00\u82b1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"451\" src=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-17-1024x451.png\" alt=\"\" class=\"wp-image-5821\" srcset=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-17-1024x451.png 1024w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-17-300x132.png 300w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-17-768x339.png 768w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-17.png 1359w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"465\" src=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-18-1024x465.png\" alt=\"\" class=\"wp-image-5823\" srcset=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-18-1024x465.png 1024w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-18-300x136.png 300w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-18-768x349.png 768w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-18.png 1339w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"25E5258625B325E725AD259625E6259925BA25E8258325BD25EF25BC259A25E8259E258D25E52590258825E6259C25BA25E5259925A825E525AD25A625E425B925A025E325802581NLP25E32580258125E7259F25A525E825AF258625E5259B25BE25E825B025B125EF25BC258C25E525AE259E25E7258E25B025E6259525B025E6258D25AE25E425B8258E25E7259F25A525E825AF258625E925A925B125E5258A25A8\"><\/span>\u51b3\u7b56\u667a\u80fd\uff1a\u878d\u5408\u673a\u5668\u5b66\u4e60\u3001NLP\u3001\u77e5\u8bc6\u56fe\u8c31\uff0c\u5b9e\u73b0\u6570\u636e\u4e0e\u77e5\u8bc6\u9a71\u52a8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u51b3\u7b56\u667a\u80fd\u4e00\u8bcd\u7531\u8c37\u6b4c\u4e8e2019\u5e74\u6210\u7acb\u540c\u540d\u90e8\u95e8\u540e\u9010\u6e10\u4e3a\u4eba\u719f\u77e5\uff0c\u8fd9\u5e76\u975e\u662f\u4e00\u4e2a\u5e95\u5c42\u6280\u672f\u5c42\u9762\u7684\u786e\u5207\u5b9a\u4e49\uff0c\u800c\u662f\u4ece\u5546\u4e1a\u4ef7\u503c\u7684\u89c6\u89d2\uff0c\u5f3a\u8c03AI\u9700\u8981\u5728\u8f85\u52a9\u548c\u66ff\u4ee3\u4eba\u8fdb\u884c\u5404\u7c7b\u51b3\u7b56\u65b9\u9762\u53d1\u6325\u5b9e\u9645\u6548\u679c\u3002\u5f53\u524d\u5e02\u573a\u5bf9\u51b3\u7b56\u667a\u80fd\u7684\u7406\u89e3\u8303\u56f4\u548c\u4fa7\u91cd\u5404\u4e0d\u76f8\u540c\uff0c\u72ed\u4e49\u7684\u51b3\u7b56\u667a\u80fd\u6700\u8d34\u8fd1\u201c\u51b3\u7b56\u201d\u4e00\u8bcd\u7684\u539f\u59cb\u542b\u4e49\uff0c\u4ec5\u6307\u5728\u591a\u79cd\u53ef\u80fd\u7684\u65b9\u6848\u548c\u8def\u5f84\u4e2d\u505a\u6700\u4f73\u9009\u62e9\u7684\u4f18\u5316\u7c7b\u95ee\u9898\u3002\u8fd9\u7c7b\u95ee\u9898\u5728\u73b0\u5b9e\u4e2d\u6e17\u900f\u6781\u5e7f\u3002\u4f46\u843d\u5730\u5e94\u7528\u6280\u672f\u96be\u5ea6\u9ad8\uff0c\u5927\u591a\u4ee5\u8fd0\u7b79\u5b66\u4e3a\u6839\u57fa\u3001\u878d\u5408AI\u80fd\u529b\u3001\u5728\u89e3\u51b3\u5927\u89c4\u6a21\u590d\u6742\u95ee\u9898\u65f6\u9700\u4f7f\u7528\u6c42\u89e3\u5668\uff0c\u5546\u4e1a\u5e94\u7528\u5c1a\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\u3002\u5e7f\u4e49\u7684\u51b3\u7b56\u667a\u80fd\u6cdb\u6307\u80fd\u591f\u6307\u5bfc\u4eba\u66f4\u79d1\u5b66\u548c\u51c6\u786e\u5730\u505a\u51fa\u5224\u65ad\u53ca\u51b3\u7b56\u7684AI\u4ea7\u54c1\uff0c\u57fa\u4e8e\u89c4\u5219\u3001\u8bca\u65ad\u3001\u9884\u6d4b\u7684\u7ed3\u679c\uff0c\u53e0\u52a0\u5bf9\u73af\u5883\u52a8\u6001\u7684\u628a\u63e1\u5f62\u6210\u6700\u7ec8\u51b3\u7b56\uff0c\u4e3b\u8981\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u3001NLP\u3001\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\uff0c\u8f85\u4ee5\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u667a\u80fd\u8bed\u97f3\u7b49\u6280\u672f\u5f62\u6210\u9ad8\u5ea6\u573a\u666f\u5316\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-19-1024x435.png\" alt=\"\" class=\"wp-image-5824\" srcset=\"https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-19-1024x435.png 1024w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-19-300x128.png 300w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-19-768x327.png 768w, https:\/\/vcai.cn\/wp-content\/uploads\/2023\/04\/image-19.png 1343w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" 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