PyCharm云服务器训练时，如何高效配置与优化模型运行环境？

在PyCharm中使用云服务器进行训练，是一种高效且灵活的编程实践,以下是如何在PyCharm中配置和使用云服务器进行模型训练的详细指南。

配置云服务器

选择云服务提供商

您需要选择一个云服务提供商，如阿里云、酷番云或华为云等,这些云服务提供商都提供了丰富的资源和灵活的配置选项。

创建云服务器实例

在所选云服务提供商的控制台中，创建一个新的服务器实例,确保选择以下配置：

• 操作系统：Linux（如Ubuntu或CentOS）
• CPU和内存：根据您的训练需求选择合适的配置
• 硬盘：选择足够的存储空间来存储数据和模型

配置SSH访问

在云服务器实例创建后，您需要配置SSH访问,以下是使用SSH客户端连接到云服务器的步骤：

• 打开SSH客户端（如PuTTY）
• 输入云服务器的公网IP地址
• 输入用户名和密码

安装PyCharm

下载PyCharm

从PyCharm官方网站下载适用于Linux操作系统的社区版或专业版。

安装PyCharm

在云服务器上,使用以下命令安装PyCharm：

sudo apt-get update
sudo apt-get install openjdk-8-jdk
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
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sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws /usr/bin/javaws
sudo ln -s /usr/lib/jvm/java-8-openjdk-amd64/jre/bin/javaws