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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

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问题发现:在运行fastai测试脚本时,config报错,原因是框架的配置dict中带了很多函数和类。 修复:将`json_serializable`函数从与列出的类型不匹配就raise错误,改为返回str(obj),若仍出错就rasie TypeError。

🐛 bug

![img_v3_02dl_d1e43376-62d1-4981-b422-ed9a8ec17edg](https://github.com/user-attachments/assets/7e25925f-2590-4429-aa82-357a0de0b500)

💪 enhancement

![img_v3_02dl_781277d8-e979-4d23-ab14-fb539c6ace5g](https://github.com/user-attachments/assets/60690123-810f-4c8d-90aa-03b2b33e39ca)

🐛 bug

I save a copy of the image at the end of each epoch using `wanlab.log({"plot": swanlab.Image(plt)})` But the image part of the panel keeps saying "loading". ![img_v3_02dj_e44e8b0e-9b79-4530-8d8e-846267e6160g](https://github.com/user-attachments/assets/32ed8933-bfdc-4cb4-b5f7-d50c33bce7f3) When I look...

🐛 bug

For example, collect information about other conda packages installed,conda versions, channels,cudatoolkit

🏠 advice

## 🐛 Bug description [Please make everyone to understand it] `swanlab task list`命令在win11的命令提示符或者powershell中会出现显示抖动问题。等到右下方 Log Messages 刷新到最大时会消失。目前推测是因为 Log Messages 的框的刷新方式会导致抖动。 https://github.com/user-attachments/assets/53f350b8-09f0-4414-877a-6d8b599d7235

🐛 bug

## 🐛 Bug description [Please make everyone to understand it] 在windows上进行单元测试时会出现temp文件占用问题,在MAC上测试未发现这个问题 推测原因是`test\unit\conftest.py`中setup_each函数删除时,上一个进程未完全执行完成或者资源未完成释放造成的。 ## 🧑‍💻 Step to reproduce ``` =========================================================== short test summary info =========================================================== ERROR test/unit/log/test_log.py::TestSwanLogInstall::test_write_logging_to_file - PermissionError: [WinError 32]...

🐛 bug

## 🤩 Features description [Please make everyone to understand it] 1. 输入API Key,使用云端版记录 2. Skip这一步,即使用local

💪 enhancement

SwanLab在进行性能监控时, 能否增加以下磁盘相关功能: * 磁盘用量监控,到90%左右报警,防止训练到一半磁盘占满无法保存checkpoints * 磁盘传输极限监控,许多服务器的磁盘带宽不足,会导致训练速度变慢,建议监控起来

🌍 prepare for the future
🏠 advice

## 🤪 Features description [Please make everyone to understand it] 集成Hydra的分层配置文件时, 只有单变量会显示美观, 内部的字典变量还是按原始格式显示. 希望在云端能增加针对字典的展开折叠功能. ## 👍 What problem does this feature solve ![image](https://github.com/SwanHubX/SwanLab/assets/136923194/60f9e463-8190-4b1f-9ef2-5eca15fe860f) ## 🚑 Any additional [like screenshots] 以下是我参考文档写的入口脚本....

🏠 advice