发明名称 |
Training SVMs with parallelized stochastic gradient descent |
摘要 |
Techniques for training a non-linear support vector machine utilizing a stochastic gradient descent algorithm are provided. The computations of the stochastic gradient descent algorithm are parallelized via a number of processors. Calculations of the stochastic gradient descent algorithm on a particular processor may be combined according to a packing strategy before communicating the results of the calculations with the other processors. |
申请公布号 |
US8626677(B2) |
申请公布日期 |
2014.01.07 |
申请号 |
US20100790532 |
申请日期 |
2010.05.28 |
申请人 |
CHEN WEIZHU;WANG GANG;CHEN ZHENG;MICROSOFT CORPORATION |
发明人 |
CHEN WEIZHU;WANG GANG;CHEN ZHENG |
分类号 |
G06F15/18 |
主分类号 |
G06F15/18 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|