SwanLab Versions Save

⚡️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

v0.3.1

2 weeks ago

What's Changed

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.3.0...v0.3.1

v0.3.0

2 weeks ago

v0.3.0 ☁️云端版内测发布

🚀新增功能

  • 云端版发布
  • swanlab.init支持用配置文件初始化
  • “环境”增加对Apple M系列芯片的记录

👥集成

  • 与🤗HuggingFace Transformers集成
  • 与PyTorch Lightning集成
  • 与Jupyter Notebook集成
  • 与MMEngine集成
  • 与openai集成
  • 与zhipuai集成
  • 与Hydra集成

⚡️改进

  • 优化折线图在大数据量时的渲染表现
  • 优化在Jupyter使用的表现
  • 修复历史版本的大量问题

What's Changed

New Contributors

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.2.4...v0.3.0

v0.2.4

1 month ago

A patch version

What's Changed

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.2.3...v0.2.4

v0.2.3

2 months ago

新增功能

  • 增加折线图平滑功能，支持3种平滑算法
  • 增加图表Pin
  • 增加图表隐藏

改进

  • 支持记住图表分组的折叠状态
  • 多媒体图表默认查看最后一个step

修复问题

  • 修复jupyter notebook初始化SwanLab会报错的问题

What's Changed

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.2.2...v0.2.3

v0.2.2

2 months ago

一个补丁版本。

改进

  • 多媒体图表支持通过方向键切换查看

修复问题

  • 修复部分Bug

What's Changed

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.2.1...v0.2.2

v0.2.1

2 months ago

Frame 2318

What's Changed

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.2.0...v0.2.1

v0.2.0

3 months ago

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

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

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

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

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 image

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

  • 音频图表：支持log音频类型（支持文件、numpt array） image

  • 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 image

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

v0.1.6

3 months ago

New Features

  • Added APIloggings to swanlab.init and swanlab.log, which automatically prints metrics to the terminal when loggings are enabled by @xiaolin199912 @Feudalman in #277
  • New Config/Summary table component with support for parameter search by @Feudalman @SAKURA-CAT in #271

Improvement

  • improve web page fonts by @xiaolin199912 in #278
  • improve web page header by @little1d in #260
  • Fixed an problem where NaN appears in swanlab.log by @SAKURA-CAT @Feudalman in #273

Bug Fixes

  • Fixed an issue where running "swanlab watch" in Python 3.8 would result in an error by @Feudalman in #271
  • Fixed a problem where incompatible data types in swanlab.log would cause GridView and Summary components to crash by @SAKURA-CAT @Feudalman in #273

新增功能

  • swanlab.init与swanlab.log增加APIloggings，开启loggings时将自动打印指标到终端 by @xiaolin199912 @Feudalman in #277
  • 新的Config/Summary表格组件，支持参数搜索 by @Feudalman @SAKURA-CAT in #271

优化

  • 优化网页字体 by @xiaolin199912 in #278
  • 优化网页Header by @little1d in #260
  • 优化swanlab.log出现NaN的情况 by @SAKURA-CAT @Feudalman in #273

修复

  • 修复在python3.8版本时运行swanlab watch会报错的问题 by @Feudalman in #271
  • 修复当swanlab.log出现非兼容类型数据时会导致GridView和Summary组件崩溃的问题 by @SAKURA-CAT @Feudalman in #273

v0.1.5

3 months ago

🚨 Breaking News

In the version, we replaced the previous basic configuration information read/write solution with SQLite database and Peewee library. This is a major change that is highly beneficial for the future of the project, but it is not compatible with old versions (swanlab<=v0.1.4) of log data files. Therefore, if you need to visualize log files generated by old versions, please use transfer script.

在此版本，我们使用SQLite数据库和Peewee库替代了之前的基础配置信息读写方案。这是个极大有利于项目未来的改动，但缺陷是不兼容旧版本（swanlab<=v0.1.4）的日志数据文件，所以如需可视化旧版本产生的日志文件，使用转换脚本。

New Features

  • Replaced the previous basic configuration information read/write solution with SQLite database and Peewee library (#114) by @SAKURA-CAT @Feudalman in #203 #202.
  • Experiment list supports quick export of CSV files by @Feudalman in #206
  • Experiment list supports "Summary Only" view by @Feudalman in #230
  • Experiment list supports search by @Feudalman in #230
  • Environment item added "Quick Copy" interaction by @Feudalman in #250
  • Automatic environment recording adds logdir and Run path by @Feudalman @KashiwaByte in #205
  • New API swanlab.config by @xiaolin199912 @SAKURA-CAT in #248

Optimization

  • Optimized part of UI by @SAKURA-CAT @Feudalman in #209
  • Added Y-axis line to line chartby @SAKURA-CATin #214
  • Optimized error message: The path to the log file read by swanlab watch does not exist by @xiaolin199912 in #239
  • Added Prisma support for @swpfY in #255

Bug Fixes

 - Fixed an issue where an error would occur when passing parameters into the hydra library by @xiaolin199912 in #237  - Fixed an issue where swanlab.log would throw an error when encountering a key with spaces in a dictionary passed as input by @SAKURA-CAT in #211  - Fixed an issue where an error would occur when running a training script in a path without initializing git by @xiaolin199912 in #217

新增功能

  • 使用SQLite数据库和Peewee库替代了之前的基础配置信息读写方案(#114) by @SAKURA-CAT @Feudalman in #203 #202
  • 实验列表支持快速导出CSV文件 @Feudalman in #206
  • 实验列表支持“仅看Summary” @Feudalman in #230
  • 实验列表支持搜索 @Feudalman in #230
  • 环境项增加“快捷复制”交互 @Feudalman in #250
  • 自动环境记录增加 logdir、Run path @Feudalman @KashiwaByte in #205
  • 新的APIswanlab.config @xiaolin199912 @SAKURA-CAT in #248

优化

  • 优化部分UI @SAKURA-CAT @Feudalman in #209
  • 折线图增加Y轴线 @SAKURA-CAT in #214
  • 优化报错信息：swanlab watch读取的日志文件路径不存在 @xiaolin199912 in #239
  • 增加Prisma支持 @swpfY in #255

问题修复

  • 修复在hydra库传入参数时会报错的问题 @xiaolin199912 in #237
  • 修复swanlab.log传入字典的key在出现空格时报错的问题 @SAKURA-CAT in #211
  • 修复运行训练脚本的路径下没有初始化git时会出现报错的问题 @xiaolin199912 in #217

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.1.4...v0.1.5

v0.1.4

4 months ago

New Features

  • New UI & UX By @SAKURA-CAT, @Feudalman in #177
  • Responsive page design: Optimized viewing experience for various resolution devices such as mobile phones and tablets. By @SAKURA-CAT, @Feudalman, #177
  • Addition of automatic environment recording: Command, Git Branch, Git Commit, Memory. By @xiaolin199912 in #169
  • Addition of automatic environment recording for Requirements - Supports automatically recording the pip environment list of the current training environment. By @xiaolin199912 in #169
  • Logs and Requirements support search, copy and download by @Feudalman in #179, #173
  • swanlab.init adds API logdir: Supports setting the save location of log files. By @SAKURA-CAT ,@Feudalman in #142
  • swanlab watch adds API --logdir, supports specifying the location of log files to be read.
  • swanlab.init->config supports calling like Argparse by @xiaolin199912,@SAKURA-CAT in #178 examples:
import swanlab

run = swanlab.init(
    config={'epoch': 20}
)

print(run.config.epoch)

Optimization

  • Optimized logic for displaying x-axis on Charts by SAKURA-CAT.
  • Optimized auto-refresh logic for Charts to improve performance by SAKURA-CAT.
  • Optimized record format for extremely small and large numbers on Charts and Summary by SAKURA-CAT,@Feudalman in #196.
  • Added unit tests by Ink in #171.

Bug Fixes

  • Fixed an issue with recording Requirements: by xiaolin199912in 184#
  • Fixed display issue when rounding floating point numbers on Charts: by Feudalman in #105.

新增功能

  • 全新的UI & UX By @SAKURA-CAT、@Feudalman in #177
  • 页面响应式：优化手机、平板等各种分辨率设备查看实验看板的体验 By @SAKURA-CAT、@Feudalman，#177
  • 自动环境记录增加：Command 、Git Branch、Git Commit、内存 By @xiaolin199912 in #169
  • 自动环境记录增加Requirements-支持自动记录当前训练环境的pip环境列表 By @xiaolin199912 in #169
  • Logs、Requirements支持搜索、复制与下载 by @Feudalman in #179、#173
  • swanlab.init增加APIlogdir：支持设定日志文件的保存位置 by @SAKURA-CAT 、@Feudalman in #142
  • swanlab watch增加API--logdir，支持指定要读取的日志文件位置，
  • swanlab.init->config支持形如Argparse的方式调用 by @xiaolin199912、@SAKURA-CAT in #178, examples:
import swanlab

run = swanlab.init(
    config={'epoch': 20}
)

print(run.config.epoch)

优化

  • 优化Charts横坐标的显示逻辑 by @SAKURA-CAT
  • 优化Charts的自动刷新逻辑，提高性能 by @SAKURA-CAT
  • 优化Charts、Summary对极小数、极大数的记录方式 by @SAKURA-CAT、@Feudalman in #196
  • 增加单元测试 by @swpfY in #171

问题修复

  • 修复记录Requirements时的问题：by @xiaolin199912 in #184
  • 修复Charts记录取整的浮点数时的显示问题：by @Feudalman in #105

Full changes: https://github.com/SwanHubX/SwanLab/compare/v0.1.3...v0.1.4