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夜雨聆风 > > 办公文件 > AI芯片参考指南 | 人工智能芯片:定义与重要性

AI芯片参考指南 | 人工智能芯片:定义与重要性

当前时间： 1970-01-01 08:00:00 分类：办公文件 评论(0)
AI芯片参考指南 | 人工智能芯片:定义与重要性

目录

引言与摘要 3芯片创新法则 7晶体管微缩：摩尔定律 7能效与速度的提升 8晶体管密度的增加催生更优的能效与速度设计方案 9晶体管设计正逼近物理尺寸极限 10摩尔定律放缓与通用芯片的衰落 10通用芯片的规模经济效应 10成本增速超过半导体市场增速 11半导体行业的增长率难以提升 14摩尔定律放缓背景下的芯片改进路径 15晶体管持续改进，但速度放缓 16晶体管密度提升推动芯片专用化 18AI芯片的多样性 19AI芯片类型 20AI芯片基准测试 22顶尖AI芯片的价值 23顶尖AI芯片的能效优势转化为成本效益 23计算密集型AI算法受限于芯片成本与速度 26中美AI芯片对比及其对国家竞争力的影响 27附录A：半导体与芯片基础知识 31附录B：AI芯片工作原理 33并行计算 33低精度计算 34内存优化 35领域特定语言 36附录C：AI芯片基准测试研究 37附录D：芯片经济学模型 39芯片晶体管密度、设计成本与能耗成本 40晶圆代工、封装、测试与组装成本 41致谢 44

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  141. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/Template.php ( 46.61 KB )
  142. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/driver/File.php ( 2.41 KB )
  143. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.80 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000660s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001122s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000499s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000466s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000818s ]
  6. SELECT * FROM `set` [ RunTime:0.000346s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001026s ]
  8. SELECT * FROM `article` WHERE `id` = 542440 LIMIT 1 [ RunTime:0.000628s ]
  9. UPDATE `article` SET `lasttime` = 1776417050 WHERE `id` = 542440 [ RunTime:0.000663s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000220s ]
  11. SELECT * FROM `article` WHERE `id` < 542440 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000390s ]
  12. SELECT * FROM `article` WHERE `id` > 542440 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001502s ]
  13. SELECT * FROM `article` WHERE `id` < 542440 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.003683s ]
  14. SELECT * FROM `article` WHERE `id` < 542440 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.004061s ]
  15. SELECT * FROM `article` WHERE `id` < 542440 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.003464s ]
0.110128s