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终端工具配置 | 陌上人如玉的时光机

https://conansteve.github.io/2022/02/01/Notebooks/ComputerScience/Basic/2022-02-01-terminal-configuration/?

终端工具配置 zsh安装 如果你用 Mac,就可以直接看下一节 如果你用 Redhat Linux,执行:sudo yum install zsh 如果你用 Ubuntu Linux,执行:sudo apt-get install zsh 如果你用 Windows……去洗洗睡吧。 安装完成后设置当前用户使用 zsh:chsh -s /bin/zsh,根据提示输入当前用户的密码就可以了。 oh-my

batchsize太小的缺点 随着batchsize逐渐增大的优缺点 如何平衡batchsize的大小 | 陌上人如玉的时光机

https://conansteve.github.io/2022/07/12/Notebooks/ComputerScience/Pytorch/2022-07-12-batch-size/

一、定义 简单点说,就是我们一次要将多少个数据扔进模型去训练,这个值介于1和训练样本总个数之间。 二、若batchsize太小的缺点 ①耗时长,训练效率低。 假设batchsize=1,每次用一个数据进行训练,如果数据总量很多时(假设有十万条数据),就需要向模型投十万次数据,完整训练完一遍数据需要很长的时问,训练效率很低; ②训练数据就会非常难收敛,从而导致欠拟合。 假设batchsize=1,每

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