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SwanLab releases

⚡SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

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v0.7.19 Maintenance

Routine maintenance and dependency updates.

Open
No immediate action
v0.7.18 New feature

wb converter

Open
v0.7.17 Bug fix

Fixed wandb local converter bug.

Full changelog

Tiny Patch

What's Changed

  • fix wandb local converter by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1596

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.16...v0.7.17

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v0.7.16 New feature
Notable features
  • Support for section control
Full changelog

What's Changed

  • fix/cancel metric dup warning by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1544
  • feat/support section control by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1559

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.15...v0.7.16

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v0.7.15 New feature
Notable features
  • Added swanlab.save() file uploader
Full changelog

What's Changed

  • feat: swanlab.save() file uploader by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1515
  • fix: hide overwrite log by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1535

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.14...v0.7.15

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v0.7.14 Bug fix

Fixed file uploads above 100MB silently dropping.

Full changelog

What's Changed

  • fix: support finish call multiple times by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1533

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.13...v0.7.14

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v0.7.13 Maintenance

Minor fixes and improvements.

Full changelog

A patch version

What's Changed

  • fix/exp field patch by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1514

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.12...v0.7.13

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v0.7.12 New feature
Notable features
  • Added color parameter to swanlab.init for experiment color control
  • Added parallel run support and updated run_id validation
  • Increased metric throughput to 10,000 metrics per second
Full changelog

What's Changed

  • feat: add color parameter to swanlab.init for experiment color control by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1481
  • feat: add parallel run support and update run_id validation by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1491
  • fix bug when getting exp profile using api.runs() by @Bainianzzz in https://github.com/SwanHubX/SwanLab/pull/1511
  • feat: api support more filter params by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1510
  • feat: 10k metric per second by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1493
  • feat: support better metric strategy by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1473

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.11...v0.7.12

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v0.7.11 New feature
Notable features
  • Added delete methods to the public API for programmatically removing runs and projects.
  • WandB local converter now supports table data conversion.
Full changelog

🎉 What's New

✨ New Features

API Enhancement: Delete Operations

  • Added delete methods to public API for programmatically removing runs and projects
  • Enables better experiment lifecycle management through code

WandB Converter: Table Support

  • WandB local converter now supports table data conversion
  • Seamlessly migrate table data from WandB to SwanLab

🔧 Improvements

Code Quality & Stability

  • Improved overall code quality and maintainability
  • Fixed key section error for more reliable experiment tracking

What's Changed

  • docs(readme): add 2 papers - TrafficBM, Decision-Making by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1463
  • feat: add delete methods to public API for runs and projects by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1464
  • feat: wandb local converter table by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1469
  • feat: code quality improve and fix key section error by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1476

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.10...v0.7.11

View release on GitHub
v0.7.10 New feature
Notable features
  • Improved local WandB converter rate
Full changelog

tiny patch

What's Changed

  • feat: improve local wandb converter rate by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1462

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.9...v0.7.10

View release on GitHub
v0.7.9 New feature
Notable features
  • Converter progress bar added
  • Improved WandB local converter memory usage
Full changelog

What's Changed

  • fix: name blank string convert to None by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1450
  • chore: bump swanboard to 0.1.9b2 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1451
  • docs(readme): add a paper by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1457
  • feat: improve wandb local converter memory by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1456
  • feat: converter progress by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1460
  • feat: sync progress bar by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1461

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.8...v0.7.9

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v0.7.8 Maintenance

Minor fixes and improvements.

Full changelog

What's Changed

  • feat: offline mode resume automatically never by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1445
  • feat: api run environment by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1442
  • opt: extract get_metrics and add unit tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1446
  • docs(readme): v0.7.8 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1443

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.7...v0.7.8

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v0.7.7 New feature
Notable features
  • Support tensorboard types filter and refactor converter
  • Treat empty run_id string as equivalent to None
Full changelog

What's Changed

  • docs(readme): v0.7.6 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1404
  • fix: readme typo by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1408
  • docs(readme): lightningboard v1 changelog by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1418
  • fix: amd gpu abnormal display by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1419
  • fix: able to modify adapter retry_times by @Bainianzzz in https://github.com/SwanHubX/SwanLab/pull/1417
  • feat: support tensorboard types filter and refactor converter by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1421
  • opt log user experience by @Bainianzzz in https://github.com/SwanHubX/SwanLab/pull/1426
  • docs(readme): lightningboard v2 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1432
  • feat: treat empty run_id string as equivalent to None by @ShaohonChen in https://github.com/SwanHubX/SwanLab/pull/1435
  • 修复 Brak 自定义通知 url 结构 by @h27539 in https://github.com/SwanHubX/SwanLab/pull/1437
  • Feature/open api by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1414

New Contributors

  • @h27539 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1437

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.6...v0.7.7

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v0.7.6 New feature
Notable features
  • AMD ROCm GPU hardware monitoring support
  • sync_wandb and converter gained additional parameters
  • sync_tensorboard now accepts a `types` parameter
Full changelog

What's Changed

  • feat: lightning integration add resume id by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1385
  • Doc: Add the arxiv link of "MolAct" to the readme file by @little1d in https://github.com/SwanHubX/SwanLab/pull/1387
  • feat: Add AMD ROCm GPU hardware monitoring support by @KMnO4-zx in https://github.com/SwanHubX/SwanLab/pull/1389
  • feat: sync_wandb and converter add more params by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1394
  • feat: sync_tensorboard add types params by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1396
  • docs(readme): more integration by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1397
  • support iluvatar gpu by @ZhiningMa in https://github.com/SwanHubX/SwanLab/pull/1391
  • Feat/timer by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1400
  • Refactor client utilities and add experiment heartbeat by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1401

New Contributors

  • @ZhiningMa made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1391

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.5...v0.7.6

View release on GitHub
v0.7.5 Bug fix

Bug fixes and stability improvements in SwanLab.

Full changelog

What's Changed

  • docs(readme): kubernetes and 0.7.4 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1378
  • Fix/upload by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1381

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.4...v0.7.5

View release on GitHub
v0.7.4 Breaking risk
Breaking changes
  • Removed VSCode configuration and documentation files
Notable features
  • Increased max description length to 1024 characters
  • Added S3 feature support
  • Updated README with new integration details
Full changelog

Support Kubernetest.

What's Changed

  • Increase max description length to 1024 characters by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1364
  • docs: minimind by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1366
  • Remove VSCode config and documentation files by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1371
  • Update README:new integration by @simonliu0930-cell in https://github.com/SwanHubX/SwanLab/pull/1373
  • Feature/s3 by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1375

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.3...v0.7.4

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v0.7.3 New feature
Notable features
  • Add Telegram notification callback plugin
Full changelog

What's Changed

  • docs: changelog 0.7.2 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1342
  • hot update 1201 by @simonliu0930-cell in https://github.com/SwanHubX/SwanLab/pull/1352
  • docs(readme): add new paper link by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1351
  • feat(plugin): add Telegram notification callback by @Talljack in https://github.com/SwanHubX/SwanLab/pull/1355
  • fix(core): add default timeout for request session by @swpfY in https://github.com/SwanHubX/SwanLab/pull/1358
  • fix(data): preserve more field in media metrics to fix image loading … by @Talljack in https://github.com/SwanHubX/SwanLab/pull/1359
  • Feat/logger by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1353
  • Add unit tests for TimeoutHTTPAdapter by @Copilot in https://github.com/SwanHubX/SwanLab/pull/1361

New Contributors

  • @simonliu0930-cell made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1352
  • @Talljack made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1355
  • @Copilot made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1361

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.2...v0.7.3

View release on GitHub
v0.7.2 New feature
Notable features
  • Support for custom webhook value specified through an environment variable
Full changelog

What's Changed

  • fix: handle additional urllib3 network errors in sync_error_handler by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1332
  • docs: readme add catboost by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1340
  • fix/add test by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1333
  • feat: add support for custom webhook value in env by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1341

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.1...v0.7.2

View release on GitHub
v0.7.1 Bug fix

Bug fixes and stability improvements in SwanLab.

Full changelog

What's Changed

  • docs: readme changelog 0.7.0 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1328
  • Fix/upload by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1330

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.0...v0.7.1

View release on GitHub
v0.7.0 New feature
Notable features
  • Allow `job_type` and `group` parameters
Full changelog

What's Changed

🎉 New Feature: Group

  • docs(readme): add cqllm to paper list by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1317
  • docs(readme): add bark notification by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1320
  • Handle missing key in media summary for metrics by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1324
  • feat: allow job_type and group params by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1325
  • Fix/branch by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1326

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.13...v0.7.0

View release on GitHub
v0.6.13 New feature
Notable features
  • Added CatBoost integration
  • Added WandbLocalConverter utility
  • Expanded domain regex to support underscores and subdomains
Full changelog

What's Changed

  • feat: Improve CUDA version detection logic by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1308
  • fix: simplify issue template label emojis by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1309
  • feat: add converter WandbLocalConverter by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1310
  • feat: catboost integration by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1311
  • docs: update copyright in LICENSE file by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1312
  • fix: add log_dir property to SwanLabLogger by @tanganke in https://github.com/SwanHubX/SwanLab/pull/1314
  • Expand domain regex to support underscores and subdomains by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1316
  • fix: implement "finalize" in SwanLabLogger by @ClodLingxi in https://github.com/SwanHubX/SwanLab/pull/1315

New Contributors

  • @tanganke made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1314
  • @ClodLingxi made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1315

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.12...v0.6.13

View release on GitHub
v0.6.12 New feature
Notable features
  • Bark notification callback added
Full changelog

What's Changed

  • chore: update and add GitHub issue templates by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1293
  • chore: update web report issue template wording by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1294
  • Feat/toolkit by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1297
  • fix: rename __init__.py by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1299
  • fix: use timezone-aware UTC datetimes in client modules by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1298
  • feat: add bark notification callback by @DatesYuen in https://github.com/SwanHubX/SwanLab/pull/1301
  • fix: localize issue templates to Chinese by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1306
  • docs(readme): changelog 251015 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1303

New Contributors

  • @DatesYuen made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1301

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.11...v0.6.12

View release on GitHub
v0.6.11 Breaking risk
Notable features
  • SwanLab offline, online, local, disabled command
  • Add verify command to check login status
  • Add interrupt handling for experiment termination
Full changelog

What's Changed

  • docs(readme): scalar chart by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1263
  • docs(readme): unified architecture by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1271
  • fix: csv download when self-hosted by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1275
  • feat: swanlab offline, online, local, disabled command by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1200
  • fix: change pydantic version constraint in requirements by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1276
  • Add verify command to check login status by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1274
  • feat: add interrupt handling for experiment termination by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1277
  • feat: deprecated pynvml by @AndPuQing in https://github.com/SwanHubX/SwanLab/pull/1282
  • Fix host URL construction in ExperimentAPI by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1286
  • Improve dependency checks and imports in metrics module by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1283
  • Feat/issue by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1288

New Contributors

  • @AndPuQing made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1282

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.10...v0.6.11

View release on GitHub
v0.6.10 Bug fix

Fixed transformer public expiration URL handling.

Full changelog

A patch version

What's Changed

  • chore: opt retry params by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1258
  • fix: transformers public exp url by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1259

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.9...v0.6.10

View release on GitHub
v0.6.9 Bug fix
⚠ Upgrade required
  • Restricted Pydantic version in dependencies
Notable features
  • Added more environment variables
  • Synchronized `tb` integration
Full changelog

What's Changed

  • Update 新增 GLM-4.5-Air-LoRA 及 SwanLab 可视化实战记录 by @KMnO4-zx in https://github.com/SwanHubX/SwanLab/pull/1217
  • fix(sdk): login choice 3 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1223
  • Doc: Add the arXiv link of "SpectrumWorld" to the readme file by @little1d in https://github.com/SwanHubX/SwanLab/pull/1228
  • docs: readme changelog by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1229
  • docs(readme): arxiv codeboost by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1231
  • feat: sync tb int by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1235
  • docs(readme): changelog by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1240
  • fix(api): fix method get_summary in class OpenApi by @Integer003 in https://github.com/SwanHubX/SwanLab/pull/1245
  • docs(readme): integration mlx lm by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1249
  • docs(readme): oppo repo by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1256
  • chore: restrict pydantic version by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1257
  • feat: more env var by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1199

New Contributors

  • @KMnO4-zx made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1217
  • @Integer003 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1245

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.8...v0.6.9

View release on GitHub
v0.6.8 Bug fix
Notable features
  • sync pro feature
  • Support PR, ROC and confusion matrix plots
  • API endpoint to get experiment metrics
Full changelog

What's Changed

  • docs: fix logo cache by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1188
  • docs(readme): add lerobot guide in readme by @swpfY in https://github.com/SwanHubX/SwanLab/pull/1193
  • Fix/transformers eval by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1191
  • fix: Windows 系统下，与 accelerate 一起使用时，local 模式因默认 gkb 编码导致报错 by @Notte118 in https://github.com/SwanHubX/SwanLab/pull/1195
  • fix: Host string parsing by @CedricHwong in https://github.com/SwanHubX/SwanLab/pull/1204
  • feature: sync pro by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1194
  • fix: sync resume folder by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1208
  • feat: support pr&roc&confusion_matrix plot by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1209
  • Increase timeout for subprocess calls to 5 seconds and catch all exce by @axuj in https://github.com/SwanHubX/SwanLab/pull/1211
  • feat(api): get experiment metrics by @kites262 in https://github.com/SwanHubX/SwanLab/pull/1148
  • Update documentation links to official SwanLab docs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1215
  • docs(readme): 0.6.8 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1212

New Contributors

  • @Notte118 made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1195
  • @CedricHwong made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1204
  • @axuj made their first contribution in https://github.com/SwanHubX/SwanLab/pull/1211

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.7...v0.6.8

View release on GitHub
v0.6.7 Bug fix
Notable features
  • Added lightning integration warning
  • Improved sync series
  • Match online mode feature
Full changelog

What's Changed

  • Fix resume parameter handling and add env var tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1157
  • feat: lightning integration add warning by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1158
  • feat: improve sync series by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1159
  • feat: match online mode by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1161
  • docs: readme upgrade by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1164
  • Handle backup write errors and improve timer cancel by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1165
  • Refactor section assignment logic in SwanLabKey by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1172
  • Fix error key usage in SwanLabKey class by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1174
  • feat: swanlab.Video by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/765
  • add transformers test script by @ShaohonChen in https://github.com/SwanHubX/SwanLab/pull/1184
  • Update project and experiment name length limits by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1187
  • docs: readme changelog 0.6.7 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1181

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.6...v0.6.7

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v0.6.6 Bug fix

Fixed callback execution order in _create_operator.

Full changelog

a patch version

What's Changed

  • Fix callback execution order in _create_operator by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1154

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.5...v0.6.6

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v0.6.5 New feature
Notable features
  • Added LogdirFileWriter plugin
  • Integrated Ray support
  • Implemented reinit capability
Full changelog

What's Changed

  • docs: readme changelog 0.6.4 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1104
  • docs: fix readme typo by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1105
  • fix: requests version by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1107
  • feat: LogdirFileWriter plugin by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1108
  • Fix/core python by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1109
  • feat: integration ray by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1114
  • feat: reinit by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1110
  • refactor: tidy swankit by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1111
  • docs: readme accelerate by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1116
  • refa(api): project structure by @kites262 in https://github.com/SwanHubX/SwanLab/pull/1120
  • Refactor/data-code by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1126
  • docs(readme): add areal by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1135
  • docs: changelog by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1137
  • feat(api): delete project & experiment by @kites262 in https://github.com/SwanHubX/SwanLab/pull/1138
  • Fix host string handling in save_key and add tests by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1140
  • Ensure netrc file is properly flushed and synced by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1146
  • Featrure/resume by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1141
  • Remove LocalRunCallback import and update callback imports by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1152
  • docs: readme resume by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1143

Thanks to https://github.com/kingdee for the feedback: https://github.com/SwanHubX/SwanLab/pull/1140

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.4...v0.6.5

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v0.6.4 Maintenance

Minor fixes and improvements.

Full changelog

What's Changed

  • Feature/protobuf by @Kaikaikaifang in https://github.com/SwanHubX/SwanLab/pull/1074
  • feat: impl health checker and init data collector by @Kaikaikaifang in https://github.com/SwanHubX/SwanLab/pull/1077
  • docs: reamde 0.6.3 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1086
  • fix: #1084 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1088
  • feat: change wb converter params mode by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1094
  • Fix/some bugs by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1095
  • Feat/record proto by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1091
  • Feature/core by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1100
  • Refactor/core python by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1102

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.3...v0.6.4

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v0.6.3 Bug fix
Notable features
  • Support for saving torch.profiler output locally
  • Added memory record support
  • Introduced sync-multi-exp feature
Full changelog

What's Changed

  • 将torch.profiler保存至本地 by @Puiching-Memory in https://github.com/SwanHubX/SwanLab/pull/859
  • Chore/opt some misc by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1066
  • 修复SwanLab accelerate集成使其对1.7.0版本及以下accelerate支持 by @ShaohonChen in https://github.com/SwanHubX/SwanLab/pull/1070
  • feat: support memory record by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1065
  • fix: pip list freeze by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1073
  • fix(test): openapi arg by @kites262 in https://github.com/SwanHubX/SwanLab/pull/1075
  • feat: sync-multi-exp by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1076
  • feat:add-table by @ComPleHN in https://github.com/SwanHubX/SwanLab/pull/1068

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.2...v0.6.3

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v0.6.2 Mixed
Notable features
  • Offline sync logs feature allowing user‑controlled cloud upload.
  • Updated XGBoost integration.
  • Allow users to set hardware interval.
Full changelog

What's Changed

🎉 offline mode: sync logs to cloud as you wish!

  • fix/cambricon monitor by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1041
  • feat: mmengine config by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1039
  • fix: config parse bool type by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1044
  • feat(openapi): rename & refactor by @kites262 in https://github.com/SwanHubX/SwanLab/pull/1005
  • refactor: change backup mode to offline by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1048
  • feat: update xgboost integration by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1053
  • feat: allow user set hardwrare interval by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1050
  • Feature/sync by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1047

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.1...v0.6.2

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v0.6.1 New feature
Notable features
  • Support DCU monitor
  • Allow getting NPU power
Full changelog

What's Changed

  • docs: readme echarts by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1007
  • update SwanLabTracker for accelerate by @ShaohonChen in https://github.com/SwanHubX/SwanLab/pull/1016
  • feat: support DCU monitor by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1020
  • fix: metax type by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1017
  • feat: allow get npu power by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1012
  • chore: change step duplicate log level by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1029
  • Create __main__.py by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1028

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.6.0...v0.6.1

View release on GitHub
v0.6.0 Maintenance

Minor fixes and improvements.

Full changelog

What's Changed

  • chore: some misc by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/995
  • feat: get_requirements support pixi by @genghisun in https://github.com/SwanHubX/SwanLab/pull/980
  • feat: echarts chart by @ComPleHN in https://github.com/SwanHubX/SwanLab/pull/986
  • fix: only all and stderr can upload error info by @SAKURA-CAT in https://github.com/SwanHubX/SwanLab/pull/1000
  • feat: hardware monitor metax by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1001
  • docs: readme changelog 0.6.0 by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1004

New Contributors

  • @genghisun made their first contribution in https://github.com/SwanHubX/SwanLab/pull/980
  • @ComPleHN made their first contribution in https://github.com/SwanHubX/SwanLab/pull/986

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.5.9...0.6.0

View release on GitHub

Beta — feedback welcome: [email protected]