SwanLab
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⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本,跟踪与可视化你的机器学习全流程
## 🤩 Features description [Please make everyone to understand it] 能够方便地看到某个指标的min和max,以及它们对应的step,是很有意义的。
## 🤩 Features description [Please make everyone to understand it] 通过端云通信,实现自动地判断SwanLab的实验状态。
按照官方文档给出的mmengine实现,增强mm系列框架的datasample能力 参考链接https://mmengine.readthedocs.io/zh-cn/latest/advanced_tutorials/visualization.html#id7
## 🤩 Features description [Please make everyone to understand it] 增加新的mode`cloud-only`,支持不在本地存储日志的情况下上传实验。
## 🤩 Features description [Please make everyone to understand it] SwanLab当前记录的是环境中的frozen requirements(即完整的pip列表) 增加如果运行目录下存在requirements.txt,则上传,并在[环境]部分增加一个项。
## 🐛 Bug description 有多组并行实验提交时,出现 sqlite并行读写报错 ``` swanlab.log(metrics, step) File "/public/opt/conda/envs/py312/lib/python3.12/site-packages/swanlab/data/sdk.py", line 184, in wrapper return func(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^ File "/public/opt/conda/envs/py312/lib/python3.12/site-packages/swanlab/data/sdk.py", line 208, in log ll = run.log(data, step) ^^^^^^^^^^^^^^^^^^^...
## Description * 更新swanlab其余依赖的版本要求,可选更高版本的swanboard/kit * 更新swanboard版本号 #715
## 🤪 Features description [Please make everyone to understand it] The plan will support exports in the following formats: - [ ] csv - [ ] txt - [ ]...