图 书 馆
参数服务器The Parameter Server |
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| 课程网址: | http://videolectures.net/nipsworkshops2012_smola_parameter_server... |
| 主讲教师: | Alex Smola |
| 开课单位: | 亚马逊 |
| 开课时间: | 2013-01-16 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In this talk I will discuss a number of vignettes on scaling optimization and inference. Despite arising from very different contexts (graphical models inference, convex optimization, neural networks), they all share a common design pattern - a synchronization mechanism in the form of a parameter server. It formalizes the notion of decomposing optimization problems into subsets and reconciling partial solutions. I will discuss some of the systems and distribution issues involved in building such a system. |
| 关 键 词: | 缩放优化; 设计模式; 同步机制 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-11-18：chenjy |
| 最后编审: | 2022-11-18：chenjy |
| 阅读次数: | 24 |