为了降低大规模分布式训练时的通信开销,作者提出了一种名为深度梯度压缩(Deep Gradient Compression, DGC)的方法。DGC通过稀疏化技术,在每次迭代时只选择发送一部分比较“重要”的梯度元素,以达到降低整个训练过...
2023-05-18编程教程Compression,gradient,ICLRPolicy Gradient Algorithms 2019-10-02 17:37:47 This blog is from: https://lilianweng.github.io/lil-log/2018/04/08/policy-gradient-algorithms.html Abstract: In this post, we are going to l...
2023-05-18编程教程Algorithms,gradient,policyIntroduction Optimization is always the ultimate goal whether you are dealing with a real life problem or building a software product. I, as a computer science student, always fiddled with optimizi...
2023-05-18编程教程Descent,gradient,Introduction