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训练任务邮件通知工具,支持模板和系统信息自动附带

Project description

train-notifier

训练任务邮件通知工具,支持模板和系统信息自动附带。

安装

pip install train-notifier

快速使用

1. 创建 .env 文件

SMTP_SERVER=smtp.qq.com
SMTP_PORT=465
SMTP_USER=你的邮箱@qq.com
SMTP_PASS=你的授权码
RECV_EMAIL=收件邮箱@qq.com

2. 代码调用

from notifier import Notifier

n = Notifier()

# 自定义通知
n.notify(title="标题", body="内容")

# 训练完成(无参数)
n.train_done()

# 训练出错
n.train_error(message="CUDA out of memory")

# Epoch 进度
n.epoch_done(epoch=3, total=10, loss=0.0234)

# 任务完成
n.task_done(task_name="数据预处理")

# 自定义提醒
n.alert(message="GPU 温度过高!")

函数列表

函数 参数 说明
notify(title, body) 标题, 内容 自定义通知
train_done() 训练完成
train_error(message) 错误信息 训练出错
epoch_done(epoch, total, loss) 轮数, 总轮数, 损失值 Epoch 完成
task_done(task_name) 任务名称 任务完成
alert(message) 提醒内容 自定义提醒

邮件样式

每封邮件包含:

  • 紫色渐变头部
  • 称呼:尊敬的训练师
  • 内容区(左侧色条高亮)
  • 系统信息(时间、主机、系统、Python 版本)

许可证

MIT

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