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后台程序员转算法的参考秘籍:大规模机器学习框架的四重境界

 6 years ago
source link: http://www.infoq.com/cn/articles/four-dimensions-of-large-machine-learning-framework?amp%3Butm_medium=popular_widget&%3Butm_campaign=popular_content_list&%3Butm_content=homepage
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如何利用相对廉价的机器搭建分布式超大规模机器学习集群是一件非常复杂的事情,对工程和算法都有极高的要求,从Spark到李沐的通用参数服务器,业界对此都进行过哪些尝试?本文尝试梳理一下这方面的历史和当前最佳实践。

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