Common research utilities for our NUIST-GenAI-Lab and CCGM tasks
Project description
cfskit
cfskit 是一个科研学术项目脚手架, 初版专注于3个功能点: 日志、实验可视化写入、进程信号控制, 并提供一个完全可运行, 可展示全部功能的代码模板: nlab-template.
配合这个统一的模板, 可以让所有论文代码复现、二次开发、新建项目在一开始就完成非逻辑性的结构改造，统一成规范标准、结构清晰的实验工程形态。
| 工具 | 模块 | 说明 |
|---|---|---|
| Logger | cfskit.log_util |
基于 loguru 的统一日志，tqdm 兼容，单次初始化 |
| Writer | cfskit.tb_util |
基于 TensorBoard 的实验可视化写入，多进程自动适配 |
| IPC | cfskit.ipc_util |
基于 SIGUSR1/SIGUSR2 的进程间信号量，支持优雅控制训练流程 |
安装
pip install cfskit
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