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
## 🤩 Functional description Being new to deep learning and even pytorch, I have a hard time understanding the intricate network structure in deep learning. What are the roles of...
### 🤔 Question description [Please make everyone to understand it] We have the `Consonler` class to controll the prints and logs, sending them to terminal and log file. But in...
Just suggestions :) ## 👍 What problem does this feature solve  At present, swanlab cached the media static files per specific step. For users running train tasks on theri...
Consider giving a pop-up reminder with 1 bubble when the training is completed or other states occur. designing...
The original idea by @defineHong User requirement, Proposed by [@Gear420](https://github.com/Gear420): - "我这边有个需求确实是远程调实验 ,比如说可以把超参直接图形化然后调整,然后我这边可以用手机随时调然后跑训练。" - "就跟玩游戏一样 输入超参 然后等待结果 再这么循环"
User requirement: "一般训练服务器都是不连外网的 最后不是要在浏览器里面查看结果吗 ? 你可以输出一个提示用户本地做ssh转发的提示。" Proposed by [@Gear420](https://github.com/Gear420)
## 🤩 Features description [Please make everyone to understand it] 研究者比较关心的监控指标主要包含: - GPU利用率 - GPU显存占用 - 内存占用 - 磁盘利用率 - 磁盘IO - CPU内存 - CPU利用率 - 显卡温度 - ... 细粒度:...
Some requests for discussion. --- + **Support a third party to check my log.** I often start my experiments before sleeping. Therefore, I often cannot wait to check the result...
maybe can design a API or Python script, support two folder merge one.