往下翻有中文版～
New Features
- Multi-Experiment Charts: Support for comparing log data from multiple experiments within a project in a single chart.
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/17ee8a05-ed26-4b85-8825-b00614fcd4bd">
- Image Charts: Support for log image types (supports files, numpy arrays, PIL.Image, matplotlib).
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/3cbd95ea-d4fa-448f-8e78-73f3fa4187b2">
- Audio Charts: Support for log audio types (supports files, numpy arrays).
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/b892a466-6d95-47c3-a279-ece3d1111a6d">
- Support for automatically viewing information of other Charts at the same position when viewing information of one Chart.
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/e5362d30-8855-4b2f-9ac8-18009ce920db">
Improvements
- Added suffix parameter to swanlab.init to support customizing experiment suffixes.
- Changed the loggings parameter in swanlab.log to logger, which will support controlling the automatically printed content in the form of a dictionary.
- Changed the default experiment name format to: '%b%d-%h-%m-%s' (example: 'Feb03_14-45-37').
- Changed the logdir item in Environment to the log file path of the specific experiment.
- Added hardware data monitoring class.
- Improved numerous UI details.
Bug Fixes
- Fixed some line chart display errors caused by the step parameter in swanlab.log.
- Fixed issues with logs loading unsuccessfully in some cases.
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新增功能
- 多实验对比图表：支持项目下多个实验的日志数据在一张图表中对比
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/17ee8a05-ed26-4b85-8825-b00614fcd4bd">
- 图像图表：支持log图像类型（支持文件、numpy array、PIL.Image、matplotlib）
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/3cbd95ea-d4fa-448f-8e78-73f3fa4187b2">
- 音频图表：支持log音频类型（支持文件、numpt array）
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/b892a466-6d95-47c3-a279-ece3d1111a6d">
- 支持查看1个Chart的信息时，自动查看其他Chart在相同位置的信息
<img width="800" alt="image" src="https://github.com/SwanHubX/SwanLab/assets/58305964/e5362d30-8855-4b2f-9ac8-18009ce920db">
改进
- `swanlab.init`增加suffix参数支持自定义实验后缀
- `swanlab.log`将loggings参数改为logger参数，将支持以字典的形式控制自动打印的内容
- 将默认实验名称格式改为：'%b%d-%h-%m-%s'(example:'Feb03_14-45-37')
- 将Environment中的logdir项变更为具体实验的日志文件路径
- 增加硬件数据监看类
- 改进大量UI细节
修复问题
- 修复部分由swanlab.log->step参数引起的折线图显示错误
- 修复部分情况下logs加载失败的问题
贡献者
SAKURA-CAT Feudalman Nexisato KashiwaByte little1d xiaolin199912