SwanHubX / SwanLab

⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本,日志记录与可视化AI训练全流程。
https://swanlab.cn?utm_source=github_description-hompage
Apache License 2.0
504 stars 49 forks source link

Some necessary features? #68

Open ZhikangNiu opened 10 months ago

ZhikangNiu commented 10 months ago
  1. multi nodes and multi gpus examples
  2. system information log(GPU/CPU memory,utilization, temperature, Disk io/utilization and so on
  3. different devices log synchronize?
  4. support yaml(hydra,omegaconf)/json config
ZhikangNiu commented 10 months ago

Hydra is an open-source Python framework that simplifies the development of research and other complex applications. The key feature is the ability to dynamically create a hierarchical configuration by composition and override it through config files and the command line. More detailed information, you can check https://hydra.cc/docs/intro/

Zeyi-Lin commented 10 months ago

❤️ Thank you for the suggestions, they are all very constructive. We will follow up on them.

SAKURA-CAT commented 7 months ago

https://github.com/SwanHubX/SwanLab/pull/429