v0.2.0: 🧨Image Audio Chart、Mutil-Experiment Chart

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.

• Image Charts: Support for log image types (supports files, numpy arrays, PIL.Image, matplotlib).

• Audio Charts: Support for log audio types (supports files, numpy arrays).

• Support for automatically viewing information of other Charts at the same position when viewing information of one Chart.

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.

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

• 图像图表：支持log图像类型（支持文件、numpy array、PIL.Image、matplotlib）

• 音频图表：支持log音频类型（支持文件、numpt array）

• 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

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