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class="rst-content"> <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="id1"> <h1>在不同集群中运行<a class="headerlink" href="#id1" title="永久链接至标题">¶</a></h1> <p>用户的集群环境不尽相同,为了方便大家的部署,我们提供了多种的集群部署方式,方便提交集群训练任务,以下将一一介绍:</p> <p><a class="reference external" href="http://kubernetes.io">Kubernetes</a> 是Google开源的容器集群的调度框架,支持大规模集群生产环境的完整集群方案。以下指南展示了PaddlePaddle对Kubernetes的支持:</p> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="k8s_cn.html">Kubernetes单机训练</a></li> <li class="toctree-l1"><a class="reference internal" href="k8s_distributed_cn.html">Kubernetes分布式训练</a></li> </ul> </div> <p><a class="reference external" href="https://www.open-mpi.org">OpenMPI</a> 是成熟的高性能并行计算框架,在HPC领域使用非常的广泛。以下指南介绍了如何使用OpenMPI来搭建PaddlePaddle的集群训练任务:</p> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="openmpi_cn.html">在OpenMPI集群中启动训练</a></li> </ul> </div> <p><a class="reference external" href="http://www.fabfile.org">Fabric</a> 是一个方便的程序部署和管理工具。我们提供了使用Fabric 进行部署、管理的方法,如果想详细了解,请阅读以下指南:</p> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="fabric_cn.html">使用fabric启动集群训练</a></li> </ul> </div> <p>我们也支持在AWS上部署PaddlePaddle,详细请了解:</p> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="k8s_aws_cn.html">Kubernetes on AWS</a></li> </ul> </div> <p>您可以在 <a class="reference external" href="https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/scripts/cluster_train_v2">cluster_train_v2</a> 找到以上相关的例子。</p> </div> </div> </div> <footer> <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation"> <a href="k8s_cn.html" class="btn btn-neutral float-right" title="Kubernetes单机训练" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a> <a 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