Recent Releases of nvflare

nvflare - 2.7.0rc3: Feature enhancements

What's Changed

Fix job name in StatsJob by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3653
Enhance recipe and flare api abort job to return msg by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3656
handle cases where quantile config is un-defined for certain features by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3654
Fix examples for latest SFT by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3613
Update Android edge app and documentation by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3651
Enhance recipe experiment tracking by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3655

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.7.0rc2...2.7.0rc3

- Python
Published by IsaacYangSLA 6 months ago

nvflare - 2.7.0rc2: Feature enhancements and bug fixes

What's Changed

Update edge with 40k device experiment, add docstring to recipe by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3599
Dashboard extra prop by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3600
Update edge example README and fix XOR ET issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3602
Add POCEnv impl by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3596
[Website] Add NVIDIA FLARE Day drop down menu for different years. by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3601
Fix typos by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3606
Update device selection logic to align with new simulated device pattern by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3603
Add support of msg traffic control for swarm learning by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3604
Reduce Swarm Learning log msgs by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3608
[Tutorials] Updates to reduce compute requirements by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3610
Provisioning for Edge by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3609
Update the token expiration time by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3605
Use ScatterAndGather by default in FedAvgRecipe and allow custom ModelAggregators by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3607
Convert ET model once for each task by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3616
fix typo in distributed optimization README by @francescofarina in https://github.com/NVIDIA/NVFlare/pull/3614
[Tutorials] Fix custom fedavg by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3618
Remove overseer preflight check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3615
Fix CC GPU Authorizer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3622
Made --client mandatory as suggested by QA by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3620
Remove overseer from general provision by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3621
Clear converted model cache when model version changed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3625
Add iOS NVFlareSDK by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3623
Make global eval widget async by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3619
Add Android SDK for NVFlare using Executorch by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3624
bug fix pre-innstall print_help by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3633
Fix edge et example and readme by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3631
Fix edge project default by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3630
1) PT FedAvg Recipe: Add missing arguments 2) LR FedAvg Recipe by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3634
Add an iOS ExampleApp and iOS NVFlareSDK by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3561
Fix poc shutdown by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3626
update readme and getting started by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3637
Add android demo app using Android Edge SDK by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3559
Fix auth test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3635
Consolidate license files by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3640
[Tutorial] Update tutorial README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3647
Add hello cyclic recipe by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3645
Enable HTTPS for iOS edge by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3644
Update Recipe ProdEnv and POCEnv by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3641
Add FedStatsRecipe by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3646
Change Stream Runner shutdown print to debug by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3636
Add recipe enhancements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3652

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.7.0rc1...2.7.0rc2

- Python
Published by IsaacYangSLA 6 months ago

nvflare - 2.7.0rc1: Release candidate of 2.7.0

What's Changed

Self-Paced-Training - Chapter 2 proof-reading by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3292
BioNeMo 2: Add TB Streamer by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3289
New HTTP Driver by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3293
Self-Paced-Training - Chapter 4 Proof Reading by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3288
Logging fix and clarifications by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3291
Add pytorch edge: controller, emulator, and job by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3290
Add demo ios app by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3266
Re-organize edge simulator and add full simulation pipeline by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3298
update for flwr=1.16.0 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3300
Clean up log messages in ReliableMessage by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3304
Refactor edge training framework by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3301
Cherry-pick PR #3302 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3305
[Tutorials] Fix broken links by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3310
Tutorials: Fix Typos by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3314
Fix job templates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3311
Remove start_app command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3313
Update github workflow by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3329
Fix log exception dict, example and doc updates by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3307
NVFLARE pre-installer by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3295
Update XOR and CIFAR examples with new SAGE controller by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3309
Enhance CCWF Cross Site Evaluation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3322
Rewrite of F3 Streaming Testing Tools by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3323
Fix logic in AnalyticsReceiver to correctly check for server-side process by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3318
Fix SubprocessLauncher backward compatibility by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3312
Add missing message prop key by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3339
Fix cma_decomposer by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3315
TF scaffold rm numerics check by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3344
Add details for the documentation about auditing by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3332
Add dependency for tensorboard to fix example by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3330
Fix azure start script generation in azure provision builder by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3357
Fix var substitution in config parsing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3356
Fixed a race-condition in testing tool by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3371
Cherry-pick Separate STDERR from STDOUT in tie (#3346) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3363
update tutorials by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3351
Add docs about dashboard prefix by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3367
Use externalizer in FOBS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3375
Update PyTorch Persistor by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3381
Sync 2.6 changes back to main : Web, README by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3382
Cherry-pick custom log changes by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3383
Check job folder is valid before running rmtree() by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3387
Cherry pick 2.6 docs updates to main by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3390
Added error handling in file streaming tool by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3386
aiohttp license, ignoring driver errors by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3397
Fix CCWF cross-site-evaluation prep model task by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3399
Update secure xgb readme with more detailed instructions by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3391
Update-based mechanism for edge workflow by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3389
Add FLARE DAY 2025 call for submission banner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3405
Cheery pick #3373 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3412
Cherry pick 2.6 fixes 3378 and 3392 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3410
Cherry-pick of [2.6] Reduce flower status query frequency (#3343) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3411
Update README, DOCS and Web for examples by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3407
Fix missing items in startup kit by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3422
Bump @babel/helpers from 7.26.0 to 7.27.0 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3333
Bump esbuild, @astrojs/mdx, @astrojs/tailwind and astro in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3353
Bump prismjs from 1.29.0 to 1.30.0 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3419
Update main with changes from 2.6 by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3437
Added delay to shutdown controller by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3436
Cherry-pick [2.6] Enhance lightning DDP example (#3421) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3424
Cherry-pick [2.6] Update tf text to include docker command (#3404) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3425
example sync from 2.6 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3438
Ingore -1 in slot numbers by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3443
MONAI examples: update nvflare version by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3441
AMPLIFY multi-task example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3423
Async edge training by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3447
Add minor updates for Python version to docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3445
BioNeMo examples: apply 2.6 changes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3442
Cherry-pick Update CIFAR10 to use TBWriter (#3449) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3453
Cherry-pick #3402 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3418
Apply same VDR updates as 2.6 to main by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3459
Cherry-pick [2.6] Fix typos (#3450) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3460
Edge - add helloasync and hellosync schemes by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3451
Cherry-pick [2.6] Use lychee to do link check (#3454) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3461
Bump transformers from 4.48.0 to 4.50.0 in /examples/advanced/llm_hf by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3457
Fix pt code example on website by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3466
Fix logging deprecation warnings by @emmanuel-ferdman in https://github.com/NVIDIA/NVFlare/pull/3469
Cherry-pick [2.6] Update WandB code and example (#3429) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3458
Enhance provision to prepare for CC by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3475
Tutorials: Initial chapter on advanced algorithms by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3476
Enhance edge simulation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3473
TF example: Add diff algos result by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3483
Cherry pick doc updates from 2.6 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3487
Remove torch ping version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3485
Cherry-pick [2.6] Update openmined-psi version (#3467) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3486
Fix ci main by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3489
Update amplify lib to use main branch by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3490
Revert prismjs upgrade, remove dark mode styling by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3493
Add CC OnPrem CVM builder by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3482
Update cc mgr and authorizers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3478
AMPLIFY: add Pearson score and "all tasks" examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3452
add PyTorch Lightning Logger by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3494
[BUGFIX] fixed missing clientapiconfig.json for flower job by @gslama12 in https://github.com/NVIDIA/NVFlare/pull/3495
Fix prismjs loading by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3499
Add GRPC support for edge API by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3498
Additional Chapter 2 Proof-Reading for self-paced course by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3496
Add job api for edge jobs by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3501
Revert Builder spec change by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3503
Remove template builder in tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3504
Add MedImg Tutorial by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3491
Update BioNeMo getting started instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3511
Add async and sync piplines for deep learning (cifar10) by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3464
Tutorial: Advanced algorithms by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3507
Update python version to 3.10 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3505
Tutorial drug discovery by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3515
Improvements on edge Algo, Impl, and Exp by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3513
Relax lightning logger get version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3517
Add rank type check for client API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3523
Fix lightning api for nemo containers by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3525
Feature/add fedavg metric optrimization controller by @rbagan in https://github.com/NVIDIA/NVFlare/pull/3506
Fix financial phrase bank dataset links by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3527
Support long server name by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3528
Consolidate admin port by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3519
Remove flare day banner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3531
Enhance admin functions by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3530
Self-paced course - chapter 11.3 - Holoscan federated analytics by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3529
Add deepwiki badge [skip ci] by @pxLi in https://github.com/NVIDIA/NVFlare/pull/3474
[Tutorials] Update intro and recap for chapter 11 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3539
Fix admin issues by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3535
Correction on async theoretical analysis and experimental results by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3520
Fix logging doc link by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3543
Remove CVPR2022 links as they are not reachable by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3550
Add dynamic nonce in both snp and gpu tokens. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3546
[Website] add summer of code banner[skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3551
update getting_started.rst [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3549
Safe tensor decomposer by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3544
Fix max client limit to exclude admin clients by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3552
Changed shell commands to call command directly by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3545
Disable msg root processing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3568
Fix admin login timeout default by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3565
Bump brace-expansion from 1.1.11 to 1.1.12 in /examples/tutorials/self-paced-training/part-5federatedlearningapplicationsinindustries/chapter-11federatedlearninginhealthcarelifescience/11.3medicaldevices/code/visualization/frontend/analytics-dashboard by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3533
Bump next from 14.2.15 to 14.2.30 in /examples/tutorials/self-paced-training/part-5federatedlearningapplicationsinindustries/chapter-11federatedlearninginhealthcarelifescience/11.3medicaldevices/code/visualization/frontend/analytics-dashboard by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3534
Add scheduler alignment and multi-gpu support for hf_llm example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3554
Fix preflight issues by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3558
Edge SDK Spec and Ref Implementation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3553
Add functionality of adding individual system parameters to JobAPI by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3562
Add async aggregator by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3455
Add support for recipes by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3570
detect and handle msg root mutation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3572
Remove deprecated builders in examples yaml by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3502
Bump brace-expansion from 2.0.1 to 2.0.2 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3521
Add ExecuTorch executor and task processor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3567
Enhance cc provision by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3538
Remove broken link by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3576
Remove HA from CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3569
Fix preflight check for clear connection by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3575
Update flower example README by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3579
Use ET Processor and Executor for ET Job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3577
Apply ruff fixes by @cyyever in https://github.com/NVIDIA/NVFlare/pull/3573
Support app packages in job API by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3586
Create BuiltIn FedAvgLR by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3563
Update HUG timeout error msg by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3583
Bump transformers from 4.48.0 to 4.53.0 in /research/fed-bpt by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3581
Bump astro from 5.7.4 to 5.12.8 in /web by @dependabot[bot] in https://github.com/NVIDIA/NVFlare/pull/3585
Add XOR/CIFAR10 E2E example for device runner simulators by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3557
LR: Restore it back few logics by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3589
Added white-list for decomposers by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3594
Update pt_cifar10 for edge example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3590
Fix ET issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3591
PyTorch FedAvg Recipe and Hello-pt with recipe update by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3593
Fix ProdEnv by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3592
Fix an issue on property setting during creating admin startup kit. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3595
Add active garbage collection in CCWF by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3598
add hello-lightning recipe by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3597

New Contributors

@emmanuel-ferdman made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3469
@gslama12 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3495
@rbagan made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3506
@cyyever made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3573

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0rc1...2.7.0rc1

- Python
Published by IsaacYangSLA 6 months ago

nvflare - 2.6.2: Updating Flower Integration and examples

What's Changed

[2.6] Update flwr example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3580

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.1...2.6.2

- Python
Published by IsaacYangSLA 7 months ago

nvflare - 2.6.1: Bug fixes and feature enhancements

What's Changed

[2.6] Update CIFAR10 to use TBWriter by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3449
[2.6] Use lychee to do link check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3454
[2.6] Fix typos by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3450
[2.6] add more info to address VDR questions by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3456
[2.6] Fix integration tests following code and example structure changes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3448
[2.6] Fix xgboost ci job configs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3465
[2.6] Update openmined-psi version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3467
[2.6] Increase stream act timeout for unit test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3468
[2.6] Use script path instead of relative path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3472
[2.6] Update documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3471
[2.6] Fix installation doc by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3480
[2.6] TF example: Add diff algos result by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3484
[2.6] Reduce test round to avoid timeout by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3488
[2.6] Add rank type check for client API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3524
[2.6] Fix lightning api for existing NeMo examples. by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3518
[2.6] Support server name longer than 64 chars by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3537

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0...2.6.1

- Python
Published by IsaacYangSLA 8 months ago

nvflare - 2.6.0: Major release

Special thanks to all the contributors for this release (in git shortlog order): 67 @YuanTingHsieh(謝沅廷) 38 @yanchengnv 37 @ZiyueXu77 36 @SYangster 27 @chesterxgchen 25 @nvkevlu 24 @holgerroth 23 @nvidianz 22 @yhwen 14 @IsaacYangSLA 9 @zhijinl 4 @francescofarina 1 @agiusa 1 @NAEV95 1 @pxLi 1 @taleinat 1 @falibabaei

What is New ?

Message Quantization: Reducing Communication Overhead

One of the major bottlenecks in FL is the exchange of model updates among remote participants and servers. The size of these messages can be prohibitively large, leading to increased latency and bandwidth consumption. Furthermore, given that recent LLMs are trained with reduced precision, the default fp32 message precision can even artificially inflate the message size. Message quantization offers a solution by reducing the precision of transmitted updates, thereby compressing the message size.

We implemented quantization and dequantization with our filter mechanism: quantization will be performed over the outgoing model weights before transmission, and dequantization will recover the original precision upon receiving the message at the other end. There are two benefits of such an implementation: first, no code change will be needed from user side - the same training script can be used with and without message quantization with a simple config setting; second, both training and aggregation will be performed at original precision, rather than quantized data, such that the potential impact message quantization can have over the training process will be minimized.

We use direct cropping and casting to convert fp32 to fp16, and make use of bitsandbytes to perform 8- and 4-bit quantizations. With this new functionality, we support both numpy arrays (previous default), and torch Tensors directly for training LLMs.

message_quantization

Table 1 illustrates the message size in MB for a 1B parameter LLM under different precisions. You can find more details regarding training loss curve alignments in our LLM example.

Screenshot 2025-04-22 at 1 46 15 PM

By applying message quantization techniques, FL can achieve significant bandwidth savings, and for training LLM with Supervised Fine-Tuning (SFT) in our experiments. As shown in Figure 2, message quantization does not sacrifice model convergence quality with regard to the training loss.

quantization_loss Figure 2. Federated SFT comparison: FL under message quantization.

Native Tensor Transfer

In 2.6, we further introduce support for native tensor transfer. This feature allows sending PyTorch tensors directly, reducing serialization and communication overhead. In the previous version, a Tensor would be transformed to Numpy for serialization and communication. In this release, the native tensors can be directly transferred. No tensor to numpy conversion is needed, and thus the original data format is preserved. Only PyTorch is supported for now.

Model Streaming Enhancements

Reduce Local Memory Usage

One critical challenge in FL is the memory overhead for sending and receiving the messages. Under the default setting, large memory needs to be allocated to hold the entire message. Such requirements can be affordable with decent system capabilities and moderate model size, but when considering a 70B or larger parameter model, it can quickly drain the available system memory. In order to send the model in chunks, we need additional memory to prepare and receive model chunks, that requires the model size to be doubled, i.e. 70GB model requires 140 GB memory. To address this issue, we are introducing, … * Object container streaming: Processing and transmitting model incrementally, rather than requiring the entire dictionary of gradients to be stored in memory at once. Container streaming serializes one item of the parameter dictionary at a time. So for the above example of a 70 GB model with 1 GB item-max, the additional memory needed for sending the message is 70 GB if sending it as a whole, i.e. 70+70=140 GB. In contrast, object ContainerStreamer only needs 1GB additional memory: i.e. 70+1 = 71 GB

Support Unlimited Memory Streaming

Large model streaming is currently bound to the CPU/GPU memory size, i.e. the model must be able to fix into memory before we can stream to the remote server. What if the model size is bigger than the memory size ? In this release we also introduced the file-based streaming to address this concern

File Streaming: File streaming reads the file chunk-by-chunk and therefore only consumes the memory required to hold one chunk of the data. Thus, the additional memory needed by FileStreamer is independent of the model size / max item size, and only relies on the file i/o setting, which can be a very small memory overhead.

Screenshot 2025-04-22 at 1 56 42 PM

The table below illustrates the memory comparisons with a local simulation of one-time sending a 1B model. We record the system memory footprint and compare the peak memory usage of the three settings: regular, container streaming, and file streaming. We can observe that the memory usage is significantly reduced by using streaming, especially for file streaming. However, file streaming can take a longer time to finish the job due to file I/O efficiency.

Screenshot 2025-04-22 at 1 57 38 PM

Note: Streaming enhancements are not yet integrated into the high-level APIs or existing FL algorithm controllers/executors. However, users can build custom controllers or executors to leverage this feature. Full support will be included in a future release.

Structured Logging

Structured logging is a long standing request from customer, together with other logging related requests, we are trying to address customers concerns related to * Logging observability – can we format the log in json format, that can be used data observability tool * Can we make it easier for the data scientists to just focus on the training log rather than the communication logs? * Can we make dynamic changes to the log level for easy debugging in production ? * Can we change log level for the model and causing the call classes in the module and sub-modules to change log level instead of having to change each class individually

This feature addresses these concerns.

We change the python logging configuration from fileConfig to dictConfig The new FLARE Loggers are designed to follow the package level hierarchy using dot separated logger names in order to facilitate granular control at different levels.
We provide a Default Logging Configuration file log_config.json.default for all NVFLARE sub-systems with pre-configured handlers for console level colors, logs, error logs, structured json logs, and fl training logs.
We support Dynamic Logging Configuration Commands to allow dynamic change logging configuration without restarting the FL system.
To support various needs and backward compatibility, we now have the following default log files
- log.txt – default log file as previous version
- log.json – json format log
- Logerror.txt – “ERROR” level logs to logerror.txt for quick error lookup
- log_fl.txt – This log removes the system and communication related logs and clearly shows logs related to FL tasks ( such as training)
Consider many researchers will mostly using Simulator for quick experiments, we further defined a few predefined logging modes for simulator
- log config mode ('concise', 'full', 'verbose'), default to concise
  - Concise – only shows the FL tasks logs
  - Full – default to previous logging configuration as previous release
  - Verbose – debug level logging For details, please refer to logging tutorials and logging documentation

Federated Statistics Extension

Quantiles Support: Expands statistical capabilities by introducing quantile computation for federated statistics. Quantile statistics refers to statistical measures that divide a probability distribution or dataset into intervals with equal probabilities or proportions. Quantiles help summarize the distribution of data by providing key points that indicate how values are spread. Please refer Federated Statistics for tabular data example

System Monitoring

FLARE Monitoring provides an initial solution for tracking system metrics of your federated learning jobs. Different from Machine learning experiment tracking, where it focused on the training metrics, the monitoring here focused on the FL system. i.e. job and system lifecycle metrics. We leverage StatsD Exporter to monitor FLARE job and system events, which then can be scraped by Prometheus and visualized with Grafana. For details you can check the monitoring example

system_monitoring

Flower Integration v2

NVFlare has been updated to work with the latest Flower system architecture, which separates the client app from the supernode process. All user-facing functions remain the same. One benefit of this update is that job status information can be shared between the two systems more accurately.

This integration enables applications developed with Flower to run natively on the FLARE runtime without requiring any code modifications. By unifying Flower’s widely adopted, easy-to-use design tools and APIs with FLARE’s industrial-grade runtime, this integration simplifies the end-to-end deployment pipeline.

For more details on this integration, see our blog.

HTTP Driver Enhancement

The previous HTTP driver had several issues, including poor performance compared to other drivers and an inability to recover from certain network errors. These problems were primarily due to limitations in the underlying WebSockets library. To address these concerns, we have completely rewritten the HTTP driver using aiohttp, significantly improving its reliability and efficiency. The new implementation resolves all previous issues, and its performance is now on par with the GRPC and TCP drivers.

FLARE + BioNemo 2

We’ve successfully upgraded our NVFlare examples to use BioNeMo 2, enabling significant performance improvements on downstream tasks. Performance Highlights: Subcellular Localization (SCL) Prediction The newly integrated BioNeMo ESM2 base models (650M) demonstrate notable gains:

Screenshot 2025-04-22 at 2 06 31 PM

New Features TensorBoard Metric Streaming Callback Implemented a callback for PyTorch Lightning to stream training metrics to the FL server via NVFlare, allowing real-time visualization of training curves. Downstream task fitting

Screenshot 2025-04-22 at 2 08 29 PM * Local Fine-Tuning tends to overfit, with training accuracy diverging from validation early. * Federated Averaging (FedAvg) models show continual performance improvement, highlighting the benefits of federated generalization over isolated training.

For more details, see our BioNeMo examples.

Tutorials and Education

Self-paced-training tutorials

We developed a five-part course on Federated Learning with NVIDIA FLARE covering various aspects of federated learning, including how to develop and run federated learning applications, set up and deploy federated learning systems, and understand the privacy and security aspects of federated learning.

The initial 12-chapter course gives you a comprehensive view of the FLARE, from running federated learning applications, algorithms, system architecture, experimental tracking, system monitoring to industrial applications. While each notebook can run independently, and you can skip certain chapters or sections, it is recommended to follow them one-by-one in order.

All except Chapter 7 and Chapter 11 are completed.

Part 1: Introduction to Federated Learning

Chapter 1: Running federated learning applications

Chapter 2: Develop federated learning applications

Part 2: Federated Learning System

Chapter 3 federated computing platform

Chapter 4 setup federated computing system

Part 3: Security and Privacy

Chapter 5 Privacy in Federated Learning

Chapter 6 Security in Federated Computing System

Part 4: Advanced Topics in Federated Learning

Chapter 7 Federated Learning Algorithms and Workflows

Chapter 8 Federated LLM training

Chapter 9 FLARE Low-level APIs

Chapter 10 Federated XGBoost

Part 5: Federated Learning in Different Industries

Chapter 11 Federated Learning in healthcare and life science (not completed)

Chapter 12 Federated Learning in financial service

DLI Courses

NVIDIA Deep Learning Institute (DLI) created three courses for federated learning

Course 1: Introduction to Federated Learning with NVIDIA FLARE https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-28+V1

Course 2: Decentralized AI at Scale with NVIDIA Flare ( Chapter 1-6) https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-29+V1

Course 3: Chapter 7-12 will be released soon on DLI

New Examples

federated embedding model training
This example shows how to do embedding tuning tasks, a critical component of Retrieval-Augmented Generation (RAG). It illustrates how to adapt a local training script with SentenceTransformers trainer to NVFlare.
Object Streaming The examples here demonstrate how to use object streamers to send large objects in a memory-efficient manner. System monitoring FLARE Monitoring provides an initial solution for tracking system metrics of your federated learning jobs. This guide describes how to set up NVFLARE metrics publishing to StatsD Exporter, combined with Prometheus and visualized with Grafana.

3. Distributed Optimization P2P Distributed Optimization algorithms with NVFlare In this example we show how to exploit the lower-level NVFlare APIs to implement and run P2P distributed optimization algorithms. The aim here is twofold: on one hand we provide a few examples showing how to directly use the nvflare.appopt.p2p API to run distributed optimization algorithms, on the other hand we provide a walkthrough of the actual implementation of the APIs in nvflare.appopt.p2p to show how to exploit lower-level NVFlare APIs for advanced use-cases.

Logging Tutorial Notebook tutorials for the new logging changes

Integration news

NVIDIA FLARE on the Google’s FL reference architecture

Google implemented the following reference architecture for FLARE https://github.com/GoogleCloudPlatform/accelerated-platforms/tree/main/platforms/gke/base/use-cases/federated-learning/examples/nvflare-tff

AI4EOSC + FLARE

NVIDIA FLARE is now integrated with the AI4EOSC platform and available in the AI4EOSC Dashboard as a tool https://dashboard.cloud.ai4eosc.eu/catalog/tools/ai4os-nvflare

- Python
Published by IsaacYangSLA 10 months ago

nvflare - 2.6.0rc5: Minor bug fixes

What's Changed

[2.6] Enhance lightning DDP example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3421
[2.6] Cherry pick updates to docs for auditing and fix docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3428
[2.6] Handle None client in ClientRunManager by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3431
[2.6] Fix docs for 2.6 by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3430
[2.6] Explain and suggest dashboard launch in CSP by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3432
[2.6] Update Experimental tracking example (MLflow & Tensorboard) by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3427
[2.6] Added delay to shutdown controller by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3435
[2.6] MONAI examples: update nvflare version by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3434
[2.6] Update WandB code and example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3429

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0rc4...2.6.0rc5

- Python
Published by IsaacYangSLA 10 months ago

nvflare - 2.6.0rc4: Minor bug fixes and documentation updates

What's Changed

[2.6] Fix server start.sh arg replacement and add system_info.ipynb by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3416
[2.6] Added check for job folder before running rmtree() by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3413
[2.6] Fix broken links in README by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3417
[2.6] Update README, docs, web etc. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3409

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0rc3...2.6.0rc4

- Python
Published by IsaacYangSLA 10 months ago

nvflare - 2.6.0rc3

What's Changed

[2.6] Enhance CCWF Cross Site Evaluation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3341
[2.6] Reduce flower status query frequency by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3343
[2.6] TF scaffold rm numerics check by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3345
[2.6] Fix var substitution in config parsing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3350
[2.6] Separate STDERR from STDOUT in tie by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3346
[2.6] Fix azure start scripts generation in azure builder by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3349
[2.6] Fixed a race condition in testing tool by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3358
Add clarification to brats by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3359
[2.6] Cherry pick addition of tensorboard dependency for 2.6 branch by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3354
[2.6] Remove old log config from MANIFEST.in by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3366
[2.6] Remove edge code and examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3348
[2.6] Tutorial Fix: gramma correction sync with main by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3355
[2.6] Add exit code when nvflare provision encounter exception by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3364
[2.6] Update non-nvflare info for packages and releases by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3337
[2.6] Fix dashboard user message by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3373
[2.6] Fix notebook render issue for 08.0_introduction/introduction.ipynb by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3370
[2.6] Add custom logger utility by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3365
[2.6] Use externalizer in FOBS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3372
[2.6] Bionemo2 updates in 2.6 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3374
[2.6] Web tutorials updates by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3369
[2.6] Remove HA fields from Dashboard UI and add check for server name by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3376
[2.6] Update README by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3377
[2.6] Added error handling in file streaming tool by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3384
[2.6] Add release notes and additional documentation by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3379
[2.6] Enhance MlflowReceiver and WandBReceiver to support running on client side by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3378
[2.6] Enhance Params Exchange Mechanism by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3385
[2.6] Support BioNeMo 2.5 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3388
[2.6] Fix CSE Prep Model Task by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3394
[2.6] Fix ClientAPI + multi GPU by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3392
[2.6] aiohttp license, ignoring driver errors by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3396
Revert "[2.6] Enhance Params Exchange Mechanism (#3385)" by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3401
[2.6] Apply same xgb updates to 2.6 as main by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3403
[2.6] Use serverexpectedformat to represent the server <-> client params format by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3402
[2.6] Update tf text to include docker command by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3404

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0rc2...2.6.0rc3

- Python
Published by IsaacYangSLA 10 months ago

nvflare - 2.6.0rc2: Enhancements and bug fixes

What's Changed

[2.6] New HTTP Driver by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3294
[2.6] Logging fix and clarifications by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3297
[2.6] update for flwr=1.16.0 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3299
Due to credential env var format change, the user prompt requires one by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3302
[2.6] Fix cma_decomposer by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3316
[2.6] Update PyTorch Persistor by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3317
[2.6] Fix logic in AnalyticsReceiver to correctly check for server-side process by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3320
[2.6] Cherry-pick Fix job templates (#3311) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3319
[2.6] Remove start_app command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3327
[2.6] Clean up msg log of ReliableMessage by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3326
[2.6] Update github workflow by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3334
[2.6] Fix SubprocessLauncher backward compatibility [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3321
[2.6] Fix log exception dict, example and doc updates [skip ci] by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3328
[2.6] Rewrite of F3 streaming testing tools by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3324

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.6.0rc1...2.6.0rc2

- Python
Published by IsaacYangSLA 11 months ago

nvflare - 2.6.0rc1: Release candidate 1 of nvflare 2.6.0

What's Changed

Update higgs data link by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2941
Update video links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2937
[main] doc fix typo by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2939
Add research examples to tutorial page by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2942
Fix doc and docstring issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2931
Add check for receive before send in client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2930
Add flare series section, enhancements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2948
Bump tqdm from 4.66.1 to 4.66.3 in /research/condist-fl by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2557
Bump micromatch from 4.0.5 to 4.0.8 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2838
Bump dset from 3.1.3 to 3.1.4 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2936
Add support to newer python version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2951
Upgrade formatter version for support higher version of Python by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2957
Fix research links redirects by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2953
Cherry-pick PR#2959 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2964
improved fobs register_folder to catch ValueError by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2958
Add fedrag example with embedding training by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2915
Bump rollup from 3.29.4 to 3.29.5 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2963
Bump path-to-regexp from 6.2.2 to 6.3.0 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2938
Bump vite from 4.5.3 to 4.5.5 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/2950
Add the hello-pt-resnet example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2954
Update CONTRIBUTING.md by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2969
update PSI to support python 3.11 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2972
Add web branch versioning by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2974
[Main] Support object reuse by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2975
update openmind-psi to 2.0.5 for python 3.12 support by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2981
Replace the distutils with shutil by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2978
Allow multiple workflows in CCWF by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2980
F3 Streaming Code Rewrite by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2960
Pass components into script runner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2983
Fix tf model persistor and tf model by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2984
Allow customization of BaseFedJob by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2985
Add umami analytics by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2987
Update pt params converter by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2989
Bionemo demos by @NAEV95 in https://github.com/NVIDIA/NVFlare/pull/2968
Add FLARE DAY page by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2992
Add web speaker by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2999
Fix doc typo and VDR reported issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2994
BioNeMo: use multi threading but reduce num workers by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2996
Update test script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2995
Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2993
Fix the entry for getting started in the TOC by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3007
Expose init in client lightning api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3004
Enhance web responsive design for mobile by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3010
Refactoring F3 Streaming sender by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2986
Update flwr job object, client, server by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3008
Bump cookie, @astrojs/mdx and astro in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3002
Add GNN encoder and xgb outputs for finance end-to-end example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2970
Fix fobs issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3011
Fix fobs doc by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3012
Remove the need to create additional ports when running a job by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3017
[#3021] Fixed broken doc ref to 'helm_chart' by @agiusa in https://github.com/NVIDIA/NVFlare/pull/3022
Fix PTModel optional arguments by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3025
FedBPT: Fix fedbpt cma version by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3029
split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3020
Enhance POC notebook and docs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3031
Support multiple host names for FLARE server by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3018
Use multi-line table by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3034
Fix mock executors by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3040
Update the GNN encoding for XGB financial example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3039
Add XGB explainability output by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3044
Support file source in Job API by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3043
Update finance end-to-end readme for figure position by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3046
Enhance comm scalability Part 1 by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3047
Bump astro from 4.15.12 to 4.16.6 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3048
Modify log config to write errors to a separate log file by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3050
Support aborting messages by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3053
Job launcher by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3049
Support extra provision builder generated component files by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3056
Update LLM_HF example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3054
Job launcher server side by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3055
Update dashboard cloud base image version to meet Python 3.9 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3064
Add precision conversion and quantization filters by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3059
Support large object streaming by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3061
Add ability for clients to send error log to server by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3057
Support Aux Message and Object Streaming in SP and CP by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3068
Add no_grad to validation steps by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3071
Adjust tf/fedopt_ctl to include updates for the model's non-trainable by @falibabaei in https://github.com/NVIDIA/NVFlare/pull/3058
Fix controller sequential relay test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3073
Fix cert issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3074
Fix custom pythonpath missing by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3069
Add Simulator SP Aux message support by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3076
Fix xgb explainability issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3078
Fix auth ls command response by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3075
Fix the streaming test conflict by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3082
Cherry-pick Fix TF examples (#3038) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3083
Bump cross-spawn from 7.0.3 to 7.0.6 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3084
Fix poc command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3087
Fix the simulator without custom folder job run error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3091
Docker job launcher by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3072
Logger hierarchy by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3081
Refactor provision for general use - Part 1 by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3092
Implement a new algorithm for the CUDA plugin by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3085
Remove the extra client app custom folder by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3101
Add storage capability for client logs and allow for use with LogSender and LogReceiver by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3077
Keep project_name shorter than the limit by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3106
Directly send tensor via jit serialization by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3088
Update root readme by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3108
Updated XGBoost User Guide by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3111
Handle param converter according to exchange format by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3115
Bump nanoid from 3.3.7 to 3.3.8 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3113
Bump astro from 4.16.6 to 4.16.18 in /web by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3117
Fix external lib issue when used for pytorch with numpy exchange by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3119
Add list of research examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3110
Logging dictConfig, log structure, formatters, and filters by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3126
Fed Statistics: Adding Percentiles support by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3124
Fixed the FOBS lazy loading issue by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3121
Add SP/CP fed event runner by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3129
Add object retrieval thru streaming by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3125
update the client sendauxrequest logging by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3136
Add capability to publish metrics to prometheus by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2684
Update dashboard to use nvflare-dashboard prefix by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3131
Support connection security and message authentication by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3135
Update to use vulnerability-scan runner [skip ci] by @pxLi in https://github.com/NVIDIA/NVFlare/pull/3142
Remove the build folder for unit test to ensure correctness by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3143
Add user guide and docs for logging by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3134
Dynamic logging with admin commands by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3127
Add ignore_errors=True when trying to remove the build dir by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3146
Add commands to list and retrieve additional components by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3114
Add error log sending to master template and add provisioning configuration by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3138
docker job launcher provision by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3116
Logging enhancements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3148
Add self-paced training tutorial structure by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3145
Improve json serialization to accomodate numpy float32 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3028
Remove the hardcode 0 and use the default value for LauncherExecutor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3153
Fix Brats18 readme typo [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3154
fixed poc start command and simulator error message by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3157
Self paced training -- structure change plus Chapter 1 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3158
Enhance launcher executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2744
Add logging tutorial notebook by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3150
CC authorizers by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3052
Update HF training items for future-proof by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3161
Disable HA CI tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3097
Add log_config.json to MANIFEST.in by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3166
Remove 8bit tests causing current unit test failure by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3174
Fix custom dir path passed to Flower client supernode subprocess by @taleinat in https://github.com/NVIDIA/NVFlare/pull/3168
Change ParamsConverter logs to debug level by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3175
Migrate job template to job api for KM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3172
Remove duplicate templates, add to MANIFEST.in by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3183
Fixed the subprocess read deadlock by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3188
Fix log fl_ctx parsing by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3179
Quant unittest fix by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3191
Add yaml include support by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3133
Container Streaming/Retriever by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3173
Specify framwork for km exmaple by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3194
Update streaming example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3195
Cleanup Bogus Errors by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3190
Apply automated document enhancement modifications by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3165
Add P2P distributed optimization to advanced examples by @francescofarina in https://github.com/NVIDIA/NVFlare/pull/3189
Separate DockerBuilder and DockerLauncherBuilder by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3186
Support relay - Part 1 by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3198
self-paced-training: chapter 3 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3160
Add self-paced-training tutorial readme by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3202
Add content for survival analysis for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3204
add missing init file by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3206
Add init file for log sender and receiver by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3207
Add content for logistic regression for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3209
Convert learner+template to clientAPI+jobAPI for nlp example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3200
Add lightning to FL content for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3208
Add shutdown method to Flare Client API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3152
Add 8 bit to quantization data type by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3213
Fix filter job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3211
Add statistics content for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3212
Add content for experiment tracking for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3203
Support relay provision by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3215
Add tabular stats content for DLI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3219
Convert Kmeans job template to jobAPI by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3217
Flower Integration V2 by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3216
Add client api DLI notebook by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3220
Add existing code for kmeans by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3210
Update flower examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3224
Enhance lightning api by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3225
Consolidate xgboost examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3214
DLI tutorial on low level api by @francescofarina in https://github.com/NVIDIA/NVFlare/pull/3201
Add tb dependency by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3231
Support client hierarchy by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3234
Skip npx degit confirmation in notebooks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3239
Add predefined log modes by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3221
Improve metrics streaming by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2722
Support Edge Executor by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3245
Self-paced-training tutorial: Chapter 6: Security by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3205
XGBoost example update by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3242
Add ClientAPI to KMeans by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3244
Remove meta, enable uint8 quantization, and update server filter behavior by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3222
Allow logs with levels greater than info through filter by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3248
Add chapter-8 LLM notebooks by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3226
Bump transformers from 4.38.2 to 4.48.0 in /research/fed-bpt by @dependabot in https://github.com/NVIDIA/NVFlare/pull/3218
FedStats Quantile and Tutorials Update by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3241
Tutorials fix misc errors for Chapter 1 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3253
Use Provisioner for Dashboard by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3252
Add commands for flare api for the job components by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3247
Fix ANALYTICEVENTTYPE import by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3254
Add chapter-10 XGBoost notebooks by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3235
SVTPrivacy: update member variable names by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3255
update flower dependencies by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3257
Deprecate tracker_types file by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3258
Tutorial Chapter 1: fix broken link by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3264
Upgrade examples to BioNeMo 2 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3095
Make FLComponent dynamically init by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3265
Add chapter-12 financial notebooks by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3236
Update quantization to force gpu usage for blockwise8 by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3256
Update tutorail notebooks by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3268
Tutorials: Fix missing instructions by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3269
Add filter design notes to doc by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3267
Get job participating clients from Job Meta by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3270
Support data root in workspace and add entity props for dashboard-based provision by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3262
Edge Components by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3275
Add edge XOR example - controller and aggregator part by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3271
Self Paced Training - Chapter 4. by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3243
[WIP] Self-Paced Training - Chapter 1 Proof-reading by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3279
Tutorials: Add privacy notebooks by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3261
Add error message for bf16 data type by numpy by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3273
Fix typos in low-level APIs tutorial by @francescofarina in https://github.com/NVIDIA/NVFlare/pull/3274
Add controller features to xor edge example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/3277
Add CIFAR10 edge example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3272
Privacy tutorial: add filter example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3282
Cleaning Chapter 3 of tutorial by @francescofarina in https://github.com/NVIDIA/NVFlare/pull/3281
Support custom participant types and custom roles in Provision by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3280
Self-paced training - chapter 1 proof-reading, 2nd pass by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3284
[WIP] Update logistic regression example to FedJob API by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/3250
JSON Config for Edge Emulator by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3278
[Tutorial] Part 2, Chapter 3, Session 2: add missing project.yml by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3287
Improved hash algorithm by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3286

New Contributors

@NAEV95 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2968
@agiusa made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3022
@francescofarina made their first contribution in https://github.com/NVIDIA/NVFlare/pull/3189

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0...2.6.0rc1

- Python
Published by IsaacYangSLA 12 months ago

nvflare - 2.5.2

Contributions

Special thanks to all the contributors for this release (in git shortlog order): @IsaacYangSLA, @yhwen @yanchengnv, @nvidianz @YuanTingHsieh @ZiyueXu77

What's New

In this release, we have introduced several exciting new features and enhancements, building on the foundation of version 2.5.1. Key updates include:

Extended Python Version Support (2.5.1)

We now support a broader range of Python versions, from 3.9 to 3.12, ensuring greater compatibility and flexibility for your development needs.

Secure Federated XGBoost Enhancements

Please see this note

The Secure Federated XGBoost framework has been significantly improved with optimizations to the CUDA Paillier Plugin:

New Parallel CUDA-Based Reduction Algorithm:

Version 2 of the CUDA Paillier Plugin introduces a cutting-edge parallel reduction algorithm. This improvement: * Doubles the performance speed compared to version 1 on specific datasets (e.g., small feature sets with a large number of rows). Dramatically enhances efficiency in datasets with a wide number of features (over 2000 features). * Parameter Conversion Optimization: We have reduced unnecessary parameter conversions, streamlining the overall performance.

Performance Benchmarks:

Benchmarks conducted on the V100 GPU highlight the remarkable improvements achieved with these enhancements: * For small feature datasets, our solution is 30x to 36.5x faster compared to third-party CPU-based implementations. * For wide-feature datasets, we maintain a competitive edge, being 4.6x faster. The CPU-based plugin is also optimized to reduce the memory usage during ciphertext operations by utilizing shared memory.

Screen Shot 2024-12-13 at 8 43 28 PM

End-to-end fraud detection example enhancements

In addition to the existing manual feature engineering, we add example to use Graph Embedding to feed to XGBoost, the embedding as new features works better than manual feature enrichment We also showed how to use Federated explainability for Fed XGBoost

Support Normal TLS & signed messages

By default NVIDIA FLARE supports mutual TLS (mTLS) connection. There is a need for some customers to use normal TLS. In this release, we added the normal TLS support

Description Currently Flare's message security comes from mutual TLS: server and client authenticate each other when making connections. This means that only clients that have the right startup kits can make a connection to the server. The requirement of one-way SSL between the server and clients breaks this assumption: the server could be exposed to the internet and any one could write a client to connect to the server. To ensure message security, explicit message authentication is required. This PR implements message authentication: messages received by the server must have an auth token, and the token must be validated successfully to prove that it was issued by the server!

Here is how it works: The client first tries to login to the server. The server/client authenticate each other explicitly with the credentials in their startup kits. This step is independent of how client/server is connected. If the client credential is validated correctly, the server issues a token and a signature that binds the client name and token together. The signature is generated with the server's private key to prove that the signature can only be issued by the server. When sending a message to the server, the client adds its client name, token and the signature as headers to the message. When the message is received, the server validates the token and the signature. Messages that are missing these headers or fail to validate will be rejected. Note that this mechanism is based on the security of the startup kits. All sites must protect their startup kits securely.

Bug fixes:

We fixed various bugs discovered by our users and customers

What's Changed

[2.5] Fix TF examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3038
[2.5] Update dashboard cloud base image version to meet Python 3.9 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3063
[2.5] Support one-way SSL by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3062
[2.5] --- Fix custom pythonpath missing by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3070
[2.5] --- Fix the simulator without custom folder job run error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3090
[2.5] Support explicit message authentication by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3096
[2.5] XGB Optimization using Shared Memory by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3094
[2.5] Cherry pick xgb updates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3099
[2.5] Add authentication to Client API messages by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3103
[2.5] Support connection security for cell pipe by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/3105
[2.5] Cherry pick 3106 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3107
[2.5] Updated XGBoost User Guide by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/3109
[2.5] --- Remove the extra client app custom folder by @yhwen in https://github.com/NVIDIA/NVFlare/pull/3102

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.1...2.5.2

- Python
Published by IsaacYangSLA about 1 year ago

nvflare - 2.5.1: bug fixes and additional features

What's Changed

[2.5] doc fix typo by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2940
[2.5] Update higgs data link by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2945
[2.5] Update video links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2944
[2.5] Add research examples to tutorial page by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2943
[2.5] Cherry-pick fix doc and docstring issues (#2931) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2946
[2.5] Add check before api send 25 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2949
[2.5] Fix dashboard server resource by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2959
[2.5] F3 Streaming Code Rewrite by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2956
[2.5] Add the hello-pt-resnet example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2955
[2.5] Fix simulator result path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2967
[2.5] Add python 3.12 support by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2966
[2.5] update PSI to support python 3.11 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2973
[2.5] Web updates by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2977
[2.5] -- Replace the distutils with shutil by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2979
[2.5] Update openmined-psi to 2.0.5 to support python 3.12 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2982
[2.5] Allow JobAPI wrapper customization by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2988
[2.5] Job api update by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2991
[2.5] Bionemo demos (#2968) by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2998
[2.5] Update pt params converter (#2989) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2997
[2.5] BioNeMo: use multi threading but reduce num workers by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3003
[2.5] Update test script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3001
[2.5] Fix doc typo and VDR reported issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3000
[2.5] Expose init in client lightning api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3005
[2.5] Update flwr job object, client, server by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3009
[2.5] Cherry pick Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3006
[2.5] Update finance end to end README and images by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3013
[2.5] Fix fobs issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3015
[2.5] Fix fobs doc (#3012) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3016
[2.5] Update version and python requires by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3024
[2.5] Fix PTModel optional arguments by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3026
[2.5] Set numpy less than 2.0.0 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3027
[2.5] Fedbpt fix by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3030
[2.5] split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3019
[2.5] Cherry-pick Fixed broken doc ref to 'helm_chart' (#3022) [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3032
[2.5] Enhance POC notebook and docs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3033
[2.5] Fix hello-pt req [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3036
[2.5] Remove extra "." [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3037
[2.5] Add TF based TBAnalyticsReceiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3035
[2.5] Bump up python version of Dockerfile by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3042

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0...2.5.1

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.1rc2: bug fixes and document updates

What's Changed

[2.5] Update finance end to end README and images by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3013
[2.5] Fix fobs issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3015
[2.5] Fix fobs doc (#3012) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3016
[2.5] Update version and python requires by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/3024
[2.5] Fix PTModel optional arguments by @SYangster in https://github.com/NVIDIA/NVFlare/pull/3026
[2.5] Set numpy less than 2.0.0 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3027
[2.5] Fedbpt fix by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3030
[2.5] split learning: upgrade openmined-psi to 2.0.5 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/3019
[2.5] Cherry-pick Fixed broken doc ref to 'helm_chart' (#3022) [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3032

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.1rc1...2.5.1rc2

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.1rc1: Bug fixes and more features

What's Changed

[2.5] doc fix typo by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2940
[2.5] Update higgs data link by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2945
[2.5] Update video links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2944
[2.5] Add research examples to tutorial page by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2943
[2.5] Cherry-pick fix doc and docstring issues (#2931) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2946
[2.5] Add check before api send 25 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2949
[2.5] Fix dashboard server resource by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2959
[2.5] F3 Streaming Code Rewrite by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2956
[2.5] Add the hello-pt-resnet example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2955
[2.5] Fix simulator result path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2967
[2.5] Add python 3.12 support by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2966
[2.5] update PSI to support python 3.11 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2973
[2.5] Web updates by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2977
[2.5] -- Replace the distutils with shutil by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2979
[2.5] Update openmined-psi to 2.0.5 to support python 3.12 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2982
[2.5] Allow JobAPI wrapper customization by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2988
[2.5] Job api update by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2991
[2.5] Bionemo demos (#2968) by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2998
[2.5] Update pt params converter (#2989) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2997
[2.5] BioNeMo: use multi threading but reduce num workers by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/3003
[2.5] Update test script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3001
[2.5] Fix doc typo and VDR reported issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3000
[2.5] Expose init in client lightning api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3005
[2.5] Update flwr job object, client, server by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/3009
[2.5] Cherry pick Update documentation for Dockerfile, add location of tbevents, fix link by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/3006

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0...2.5.1rc1

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0: Latest release with features and bug fixes

What's Changed

updated the hello-TF2 readme [skip ci] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2271
Enhanced the Simulator client end_run solution by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2270
Clean up master template yaml file (step 1) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2274
updates examples, add version matching note [skip ci] by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2278
Fix Auto login "communication error" by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2279
handle none value for the subcommand parser by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2276
Address VDR comments [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2283
Fix the client_executor improper lock use by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2282
Add notebook for GNN examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2289
Fix FLModelUtil by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2291
Check invalid input directory in nvflare config by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2295
Refactor AWS and Azure cloud scripts of server and client by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2275
Added debug headers for all message route in CoreCell by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2301
Update execution api documentation and docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2305
Address VDR feedback by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2297
Rename to execution api type, update job command output by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2306
Move simulator workspace setup inside constructor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2311
Update cli string [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2313
Remove base class Filter in ParamConverter by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2312
Add hello-ccwf to ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2316
Improve monai integration tracking example by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2318
Exclude hidden json file when perform config parsing by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2323
apply nemo 2.4 fixes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2327
Update all examples/research/integration requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2330
Removed the no need client custom path. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2322
Enhance the handling of RC of task returned from clients by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2338
Add xgboost to CI/CD by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2328
Update cifar10 and gnn examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2340
Address final VDR feedbacks by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2332
Cifar10 fix plot by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2346
Added a few workarounds for HTTP driver's latency issues by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2343
Address VDR report by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2335
Add notes about running TF with GPUs [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2348
Fix tb receiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2349
Clarify nemo example readme by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2352
DataBus by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2285
Native FLARE/XGB integration by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2354
Fix Pipe and PipeHandler by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2356
Setup for tf load_data by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2360
tf dataset setup and teardown by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2366
Fix nemo example link by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2373
Update outdated links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2368
Clean up FilePipe remains by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2369
In process Client API Executor Part 1 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2248
BioNeMo examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2241
Fix LauncherExecutor handle_event by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2370
Fix NEMO links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2385
Update xgboost tree code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2383
Reliable aux msg by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2380
Fix header parameter handling in sklearn's data_loader, update README with new AUC by @mikez3 in https://github.com/NVIDIA/NVFlare/pull/2363
Controller Refactor Part 1: separate communication by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2390
Update publication list by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2395
Job submission with binary protocol by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2393
Update rrorder to cyclicorder by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2412
Updated FOBS readme to add DatumManager, added agrpcs as secure scheme by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2410
Multiple CC Authorizer support CCManager by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2396
Support Responder functions by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2397
Exclude non-training clients from cse by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2421
Fix mlflow example tag links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2423
Lightning client api patch multiple times by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2424
Add check to client api send method by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2425
Fixed the wrong workspace object in the simulator worker by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2429
Fix api send typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2432
Enable StreamCell for all application channels by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2407
Add back request header by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2440
Check wandb login by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2445
Clarify download_job workspace delay by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2454
Client API Update: Job Templates, examples to reflect different type of Client API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2456
Add controller interface by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2451
Update README.md by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2460
Improve reliable msg by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2459
CC block byoc jobs by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2403
Fixed the authz and sitesecurity check for checkresource command by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2462
Add garbage collect at ends of round-based workflows by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2463
Add WFController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2468
Add warning when the same admin in project.yml has different role by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2470
Add custom order and early termination to CyclicController by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2387
Add IPC agent and exchanger by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2435
Fix a typo in ModelController by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2473
Refactor WFController and ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2475
Add example for mulitparty kaplan-meier analysis with HE by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2259
Remove taskfnargs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2479
Enable simulator to run HE by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2339
Fix simulator workspace by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2489
Fix xgboost integration tests by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2486
Add FedBPT research example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2465
Fix xgboost test setup by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2494
add Client API documentation by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2497
Added more logging for the job status changing. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2480
Fix update client status by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2508
Add user guide on how to deploy to EKS by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2510
Improve dead client handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2506
Enhance WFController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2505
Temporarily disable preflight tests by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2521
Upgrade dependencies by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2516
Use full path for PSI components by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2517
Multiple bug fixes from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2518
Pythonic job creation by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2483
Enhancements from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2519
Update ci cd from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2520
Use controller name for stats by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2522
Simulator workspace re-design by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2492
Simulator end run for all clients by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2514
Secure XGBoost Integration by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2512
simplify Pythonic job simulator_run with only workspace parameter by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2528
Add missing client api test jobs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2535
Fixed the simulator server workspace root dir by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2533
Improve InProcessClientAPIExecutor by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2536
User-defined aggregate_fn by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2539
FIX MLFLow and Tensorboard Output to be consistent with new Workspace root changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2537
Fix decorator issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2542
FLModel summary by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2544
Update KM example, add 2-stage solution without HE by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2541
handle cases where the script with relative path in Script Runner by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2543
Lr newton raphson by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/2529
Add information about dig (bind9-dnsutils) in the document [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2548
Update monai readme to remove logging.conf [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2552
MONAI mednist example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2532
Improve AWS cloud launch script by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2547
Add in process client api tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2549
Add client controller executor by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2530
Add option in dashboard cli for AWS vpc and subnet by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2569
[2.5] Clean up to allow creation of nvflare light by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2573
Enable patch and build for nvflare_light by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2574
add FedBN Implementation on NVFlare research folder - a local batch normalization federated learning method by @MinghuiChen43 in https://github.com/NVIDIA/NVFlare/pull/2524
FIx MLFLOW example bugs by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2575
BugFix: InProcessClientAPIExecutor's TaskScriptRunner by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2558
update client_api.png by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2577
Fix the simulator worker sys path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2561
Moved the getcomponentinitparameters to classutils by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2578
Add Cyclic WFController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2554
Horizontal Secure XGBoost Support by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2562
Fobs auto register by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2567
Update TF2 example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2587
added handle for class in the to-level main script for job creation API. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2592
Fix CI failure by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2590
Add API for Pythonic Job Creation by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2563
Escape character ' in the sub_start.sh. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2581
Enable delayed model build by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2596
Rename WFController to ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2588
Update readme of KM by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2593
Missing sj heartbeat by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2583
Getting started guide with job tutorial by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2598
Add fedopt workflow by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2550
Enhance the client syncrunner process to timeout use maxtimeout, in… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2603
Reduce timeout warnings during NeMo PEFT example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2605
[2.5] Support config dict by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2604
Job CLI bugs fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2607
Added target validation for job API by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2606
Add ipcl_python lib by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2612
add the runner_config to the client by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2615
Add hierarchical statistics support by @apatole in https://github.com/NVIDIA/NVFlare/pull/2608
Added empty results check for aggregate_fn by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2613
allow absolute path for the external script by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2565
[2.5] fix missing replying var by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2619
Added engine.add_component() function by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2621
Add lightning and tensorflow getting started notebooks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2610
[2.5] Support log file rotation in admin commands by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2624
Update blossom-ci ACL to secure format [skip ci] by @pxLi in https://github.com/NVIDIA/NVFlare/pull/2628
Fix docs typos by @apatole in https://github.com/NVIDIA/NVFlare/pull/2629
Build process update by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2638
Fix project.yml master templates by @apatole in https://github.com/NVIDIA/NVFlare/pull/2617
[2.5] Consolidate text file name validation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2632
Update setup.py for base version and nightly build by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2644
Add licenses for website by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2645
Add flare site to github pages by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2642
Wrap the xgboost plugin into a C library. by @trivialfis in https://github.com/NVIDIA/NVFlare/pull/2639
Add Secure XGBoost example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2635
aws cloud deployment improvements by @dirkpetersen in https://github.com/NVIDIA/NVFlare/pull/2618
Add feedback when users launch dashboard to cloud with editable version by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2655
Added external script for fed_job API by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2623
update client_api executor docs by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2661
Fix DockerBuilder to add build section by @apatole in https://github.com/NVIDIA/NVFlare/pull/2662
Use npm for pages deployment by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2665
Allow the simulator to pass the End_Run aux message to clients by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2653
Use google drive video embeddings by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2668
Change the ScatterAndGather default persistor_id by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2664
AWS cloud deployments: Adding multi-region capability and auto-detection of GPU instance types and AMI images by @dirkpetersen in https://github.com/NVIDIA/NVFlare/pull/2650
Fixed the numpy release version by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2670
Add correct params exchange format for tf by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2676
BUGFIX: cloud deployment script issue with OSX by @dirkpetersen in https://github.com/NVIDIA/NVFlare/pull/2677
Add minresponses to sendmodelandwait() by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2675
Resolve CVE with updated dependency by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2681
Add site enhancements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2682
Enhance ModelController arguments by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2683
FOBS Enhancement by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2580
[2.5] Support app commands through admin by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2647
Updates for num_clients by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2685
FedAvg Early Stopping with ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2648
fixed TaskScriptRunner which may locate the wrong script by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2626
Fixed the sys.path for fedavgmodellearnerxsiteval_cifar10 example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2614
Update getting started notebooks for 2.5.0rc by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2690
Fix Fed Stats due to recent changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2691
Support server side custom scripts in job API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2695
update notebooks due to the simulator changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2696
Fix DAM Unit Test by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2692
Update version number MONAI and the bundle version by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2702
Add Hierarchical Stats example by @apatole in https://github.com/NVIDIA/NVFlare/pull/2694
Update Hello Client Controlled Workflow(CCWF) README.md by @tonywjs in https://github.com/NVIDIA/NVFlare/pull/2709
Update stats READMEs by @apatole in https://github.com/NVIDIA/NVFlare/pull/2711
Fix torch ddp by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2706
Cherry pick RM fix from #2667 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2700
Update ClientAlgo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2705
Fix ClientAPILauncherExecutor import path to remove torch dependency. by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/2713
Fix cyclic job creation example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2627
Use ReliableMessage from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2717
Enhance CLI command config by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2716
Add CrossSiteEval with ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2699
Enhance job auth setup script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2715
Merging XGBoost changes from 2.4 by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2712
[2.5] Fix pipe handler race condition handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2728
Remove serialization of pfx by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2721
Update readme link to website by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2734
Fix BcastTaskManager min_responses by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2733
Fix cell encrypt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2732
keep the local resources for simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2730
Support same app for all sites in Job API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2714
Fix overseer test timing by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2743
Add ModelController documentation by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2707
[2.5] TIE (Technology for Integrating Everything) and Flower Inegration by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2523
Add MetricsSender docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2745
Update MONAI example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2724
[2.5] Fix clone job to keep original job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2755
Bump up the version of monai-nvflare package to 0.2.9 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2749
Update getting_started.rst by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2737
Add CIFAR 10 examples for Tensorflow-based FedAvg & FedOpt by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/2704
Minor fix for instructions in setup_poc.ipynb for main by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2752
Added id to the jobAPI swarmscriptexecutor_cifar10 component deploy by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2678
XGBoost plugin with new API by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2725
Moved the simulator server logger init earlier by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2753
Cherry pick XGB docs from #2671 by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2759
Getting started readmes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2757
fix the CrossSiteEvalClientController in swarmscriptexecutor_cifar10 by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2762
Cherry pick fixes from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2768
Cherry pick launcher log fix by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2766
Update xgboost user guide by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2750
Honor optional flag at streaming level by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2771
Removed the app_opt scan by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2758
Add job API to support additional external dir in the custom dir by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2748
Moved the hello-pt example initialization to START_RUN by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2735
Fix config file name in doc by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2772
Fix loading cli history in admin console by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2777
Port 2.4 xgb changes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2773
implementation of Scaffold and FedProx for TensorFlow by @falibabaei in https://github.com/NVIDIA/NVFlare/pull/2727
name to path changes in configuration by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2781
Added error handling for XGB_CONFIGURED event by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2780
Fix JobAPI Persistor handling by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2775
Add FedJobAPI documentation by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2718
fixed the cross validation wrong config for swarmscriptexecutor_cifar10 by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2778
Fixed the mgpu simulator workspace change error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2770
Update Secure XGBoost example w.r.t. XGBoost's code changes by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2686
Improve the kill children processes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2789
Add back metric callback and fix examples based on new xgboost version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2787
[2.5] Improve app_command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2782
Add docstring to reliable message by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2788
Pre-trained Model and training_mode changes by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2793
Update xgboost example and ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2794
[2.5] Update flower CLI by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2792
Fix FedBN api key issue by replacing comet by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2798
more app_opt scan example changes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2797
Add first version of release notes by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2800
FIX hard-coded spendpoint in POC by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2795
Add hello examples with new APIs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2785
Update autofedrl example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2801
Refactor XGBDataLoader by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2804
Fix HE docstring typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2802
re-arrange getting started examples by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2805
Update secure xgboost examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2803
XGBoost user interface change and XGBoost version check by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2808
Add lock to reliable message by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2811
Fixed 2 PTFileModelLocator config errors (Research) by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2807
Update xgboost example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2813
Refactor Job API by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2799
Add CUDA plugin code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2814
Fix Jenkins CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2812
Remove the module class scan by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2790
Change all name to path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2817
Add back hello-numpy-sag and update references by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2816
Revert "Remove the module class scan " by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2819
Fix config typos by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2818
Relax grpcio/protobuf versions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2822
ScriptExecutor improvements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2820
Fix Job API Examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2823
Support ScriptRunner in ccwf_job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2825
ScriptRunner framework option in examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2827
Use pre module scan to create classes table by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2824
Add one entry in MANIFEST.in by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2826
Add NVIDIA FLARE DAY banner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2829
Fix existing xgboost examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2830
Remove unused code and update README by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2828
Fixed the config changes error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2834
Minor fixes to xgboost example by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2832
fix notebook errors by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2835
Update requirements versions by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2831
Add NPModelPersistor to hello-fedavg-numpy by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2837
improve the class_utils to handle the duplicate class name case by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2833
Add migration guide by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2806
Fix hello-pt and empty metrics by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2840
Update ml-to-fl examples with new APIs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2836
Add example notebook for docker by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2767
hello-pt-mlflow job api example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2839
Credit Card Fraud detection end-to-end with XGBoost by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2738
rolled back the job api custom_file copy destination change by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2848
Remove basename in ScriptRunner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2849
Update site code blocks and links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2847
Gradient inversion fix dtype error by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2852
Convert step-by-step stats examples to use new Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2842
Convert tree-based Fed XGBoost with Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2843
Convert Scikit-Learn examples (SVM, Kmeans, Linear) to use Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2845
Added Debug in ReliableMessage and Ignore XGB errors after shutdown by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2851
Update arg name for MLflowReceiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2850
Update step by step examples to use Job API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2841
Update client api to use same task as CSE and update step-by-step CSE by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2844
Autofedrl fix for updated locator behavior by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2856
Convert CCWF examples to use Job API by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2846
Fixed the SubprocessLauncher missing appcustomfolder in PYTHONPATH by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2857
Add FLModel parameter checks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2859
Clarify default persistor_id by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2861
Added check for duplicate RM request by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2858
Add support of just doing metrics streaming with client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2763
Add flower metrics streaming example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2764
Add docs for Flower integration by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2862
Update simulator folder path for random forest example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2865
Fix an XGB Failure caused by len() by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2863
Fed Stats Notebooks and Read ME: fix fed stats output directory due to simulator output structure changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2864
Fixed the wrong dhpsitask_handler path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2866
improve race condition handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2867
support passing custom env vars for flower client by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2870
Gradient inversion: fix cross-validation path by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2869
Update Job API docs after redesign by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2873
Updated xgboost user guide by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2872
Add pipe docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2868
Update flower examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2871
Clean up getting started installation docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2874
Make the Launcher extends FLComponent by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2875
BioNeMo examples: fix docs by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2877
Fix heartbeat timeout config by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2878
Added more handling for the source file import handling by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2876
Update the generated component classes table by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2879
Fix for last index of module path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2881
Fix hierarchical stats documentation by @apatole in https://github.com/NVIDIA/NVFlare/pull/2882
Update fedbn example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2883
fix path due to simulator output structure changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2885
Add note on installing nvflare in requirements by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2884
Fix sbs notebooks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2887
Re-factor hello-numpy-cse example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2880
Update CrossSiteEval by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2886
Add printing of tb logdir by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2888
Update getting_started cifar notebook by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2889
Deprecate decorator pattern by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2891
Added instructions to run horizontal secure XGBoost in simulator by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2890
Updated plugin build doc by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2892
fix PSI and Vertical learning paths by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2893
Fix ci test configs format issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2896
Remove bionemo from new by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2897
Update random forest and vertical xgb examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2895
Site, docs, and example updates by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2894
Update xgboost requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2898
Update flare simulator tutorial by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2899
Fix tf weights filename by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2901
Add log info for flower executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2900
Fix hello-pt-cse job by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2905
Undo remove bionemo from new by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2902
Add vertical xgboost gpu instructions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2903
Fix bionemo examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2904
Fixed Plugin README by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2906
Update xgboost docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2907
Added debug info for memoryview error by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2908
Change job simulator run to use Popen by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2909
Fix hello_world tf result printing by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2910
Fixed XGBoost Example README by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2913
Fix cifar10 examples num_clients by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2914
Fix data save path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2917
trim the whitespace of the clients and gpu from the job simulator_run by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2912
Add CSE with job api with client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2918
Update to use BaseFedJob by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2919
Warning for Mixed Plugin Use by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2920
BugFix: Hierarchical Fed Stats, prepare data: replace os.rename() function by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2921
Note about Simulator in XGBoost Doc by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2911
Add paramstransfertype to ScriptRunner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2922
Fix nemo examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2923
Added the current-round info the fl_ctx for BaseModelController by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2916
Fix ci path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2927
Fix xgb standalone fed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2924
Fixing the memoryview issues by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2926
Fixing memoryview error by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2929

New Contributors

@mikez3 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2363
@zhijinl made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2529
@MinghuiChen43 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2524
@apatole made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2608
@trivialfis made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2639
@dirkpetersen made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2618
@tonywjs made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2709
@hwpang made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2737
@falibabaei made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2727

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0...2.5.0

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc12: Bug fixes

What's Changed

Fixed XGBoost Example README by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2913
Fix cifar10 examples num_clients by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2914
Fix data save path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2917
trim the whitespace of the clients and gpu from the job simulator_run by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2912
Add CSE with job api with client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2918
Update to use BaseFedJob by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2919
Warning for Mixed Plugin Use by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2920
BugFix: Hierarchical Fed Stats, prepare data: replace os.rename() function by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2921
Note about Simulator in XGBoost Doc by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2911
Add paramstransfertype to ScriptRunner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2922
Fix nemo examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2923
Added the current-round info the fl_ctx for BaseModelController by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2916
Fix ci path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2927
Fix xgb standalone fed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2924
Fixing the memoryview issues by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2926

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc11...2.5.0rc12

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc11: Bug fixes

What's Changed

Fix hello-pt-cse job by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2905
Undo remove bionemo from new by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2902
Add vertical xgboost gpu instructions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2903
Fix bionemo examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2904
Fixed Plugin README by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2906
Update xgboost docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2907
Added debug info for memoryview error by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2908
Change job simulator run to use Popen by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2909
Fix hello_world tf result printing by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2910

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc10...2.5.0rc11

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc10: Feature improvements

What's Changed

Add log info for flower executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2900

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc9...2.5.0rc10

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc9: Bug fixes

What's Changed

Updated plugin build doc by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2892
fix PSI and Vertical learning paths by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2893
Fix ci test configs format issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2896
Remove bionemo from new by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2897
Update random forest and vertical xgb examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2895
Site, docs, and example updates by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2894
Update xgboost requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2898
Update flare simulator tutorial by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2899
Fix tf weights filename by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2901

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc8...2.5.0rc9

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc8: Bug fixes

What's Changed

Fix hierarchical stats documentation by @apatole in https://github.com/NVIDIA/NVFlare/pull/2882
Update fedbn example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2883
fix path due to simulator output structure changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2885
Add note on installing nvflare in requirements by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2884
Fix sbs notebooks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2887
Re-factor hello-numpy-cse example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2880
Update CrossSiteEval by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2886
Add printing of tb logdir by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2888
Update getting_started cifar notebook by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2889
Deprecate decorator pattern by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2891
Added instructions to run horizontal secure XGBoost in simulator by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2890

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc7...2.5.0rc8

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc7: Bug fixes

What's Changed

Clean up getting started installation docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2874
Make the Launcher extends FLComponent by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2875
BioNeMo examples: fix docs by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2877
Fix heartbeat timeout config by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2878
Added more handling for the source file import handling by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2876
Update the generated component classes table by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2879
Fix for last index of module path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2881

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc6...2.5.0rc7

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc6: Bug fixes

What's Changed

Add docs for Flower integration by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2862
Update simulator folder path for random forest example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2865
Fix an XGB Failure caused by len() by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2863
Fed Stats Notebooks and Read ME: fix fed stats output directory due to simulator output structure changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2864
Fixed the wrong dhpsitask_handler path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2866
improve race condition handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2867
support passing custom env vars for flower client by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2870
Gradient inversion: fix cross-validation path by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2869
Update Job API docs after redesign by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2873
Updated xgboost user guide by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2872
Add pipe docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2868
Update flower examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2871

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc5...2.5.0rc6

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc5: Bug fixes

What's Changed

Support ScriptRunner in ccwf_job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2825
ScriptRunner framework option in examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2827
Use pre module scan to create classes table by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2824
Add one entry in MANIFEST.in by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2826
Add NVIDIA FLARE DAY banner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2829
Fix existing xgboost examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2830
Remove unused code and update README by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2828
Fixed the config changes error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2834
Minor fixes to xgboost example by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2832
fix notebook errors by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2835
Update requirements versions by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2831
Add NPModelPersistor to hello-fedavg-numpy by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2837
improve the class_utils to handle the duplicate class name case by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2833
Add migration guide by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2806
Fix hello-pt and empty metrics by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2840
Update ml-to-fl examples with new APIs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2836
Add example notebook for docker by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2767
hello-pt-mlflow job api example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2839
Credit Card Fraud detection end-to-end with XGBoost by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2738
rolled back the job api custom_file copy destination change by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2848
Remove basename in ScriptRunner by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2849
Update site code blocks and links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2847
Gradient inversion fix dtype error by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2852
Convert step-by-step stats examples to use new Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2842
Convert tree-based Fed XGBoost with Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2843
Convert Scikit-Learn examples (SVM, Kmeans, Linear) to use Job API by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2845
Added Debug in ReliableMessage and Ignore XGB errors after shutdown by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2851
Update arg name for MLflowReceiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2850
Update step by step examples to use Job API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2841
Update client api to use same task as CSE and update step-by-step CSE by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2844
Autofedrl fix for updated locator behavior by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2856
Convert CCWF examples to use Job API by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2846
Fixed the SubprocessLauncher missing appcustomfolder in PYTHONPATH by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2857
Add FLModel parameter checks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2859
Clarify default persistor_id by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2861
Added check for duplicate RM request by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2858
Add support of just doing metrics streaming with client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2763
Add flower metrics streaming example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2764

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc4...2.5.0rc5

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc4: Feature enhancements

What's Changed

Update xgboost example and ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2794
[2.5] Update flower CLI by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2792
Fix FedBN api key issue by replacing comet by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2798
more app_opt scan example changes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2797
Add first version of release notes by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2800
FIX hard-coded spendpoint in POC by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2795
Add hello examples with new APIs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2785
Update autofedrl example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2801
Refactor XGBDataLoader by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2804
Fix HE docstring typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2802
re-arrange getting started examples by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2805
Update secure xgboost examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2803
XGBoost user interface change and XGBoost version check by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2808
Add lock to reliable message by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2811
Fixed 2 PTFileModelLocator config errors (Research) by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2807
Update xgboost example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2813
Refactor Job API by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2799
Add CUDA plugin code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2814
Fix Jenkins CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2812
Remove the module class scan by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2790
Change all name to path by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2817
Add back hello-numpy-sag and update references by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2816
Revert "Remove the module class scan " by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2819
Fix config typos by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2818
Relax grpcio/protobuf versions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2822
ScriptExecutor improvements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2820
Fix Job API Examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2823

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc3...2.5.0rc4

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.4.2: Bug fixes

What's Changed

Remove serialization of pfx (#2721) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2746
Fix missing link by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2747
fix race condition handling if pipe handler (#2729) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2809
[2.4] Ported newest ReliableMessage to 2.4 by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2815

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1...2.4.2

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc3: Secure XGBoost

What's Changed

Moved the simulator server logger init earlier by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2753
Cherry pick XGB docs from #2671 by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2759
Getting started readmes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2757
fix the CrossSiteEvalClientController in swarmscriptexecutor_cifar10 by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2762
Cherry pick fixes from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2768
Cherry pick launcher log fix by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2766
Update xgboost user guide by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2750
Honor optional flag at streaming level by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2771
Removed the app_opt scan by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2758
Add job API to support additional external dir in the custom dir by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2748
Moved the hello-pt example initialization to START_RUN by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2735
Fix config file name in doc by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2772
Fix loading cli history in admin console by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2777
Port 2.4 xgb changes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2773
implementation of Scaffold and FedProx for TensorFlow by @falibabaei in https://github.com/NVIDIA/NVFlare/pull/2727
name to path changes in configuration by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2781
Added error handling for XGB_CONFIGURED event by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2780
Fix JobAPI Persistor handling by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2775
Add FedJobAPI documentation by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2718
fixed the cross validation wrong config for swarmscriptexecutor_cifar10 by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2778
Fixed the mgpu simulator workspace change error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2770
Update Secure XGBoost example w.r.t. XGBoost's code changes by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2686
Improve the kill children processes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2789
Add back metric callback and fix examples based on new xgboost version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2787
[2.5] Improve app_command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2782
Add docstring to reliable message by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2788
Pre-trained Model and training_mode changes by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2793

New Contributors

@falibabaei made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2727

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc2...2.5.0rc3

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.5.0rc2: Secure XGBoost and other feature enhancements

What's Changed

Add minresponses to sendmodelandwait() by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2675
Resolve CVE with updated dependency by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2681
Add site enhancements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2682
Enhance ModelController arguments by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2683
FOBS Enhancement by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2580
[2.5] Support app commands through admin by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2647
Updates for num_clients by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2685
FedAvg Early Stopping with ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2648
fixed TaskScriptRunner which may locate the wrong script by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2626
Fixed the sys.path for fedavgmodellearnerxsiteval_cifar10 example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2614
Update getting started notebooks for 2.5.0rc by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2690
Fix Fed Stats due to recent changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2691
Support server side custom scripts in job API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2695
update notebooks due to the simulator changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2696
Fix DAM Unit Test by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2692
Update version number MONAI and the bundle version by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2702
Add Hierarchical Stats example by @apatole in https://github.com/NVIDIA/NVFlare/pull/2694
Update Hello Client Controlled Workflow(CCWF) README.md by @tonywjs in https://github.com/NVIDIA/NVFlare/pull/2709
Update stats READMEs by @apatole in https://github.com/NVIDIA/NVFlare/pull/2711
Fix torch ddp by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2706
Cherry pick RM fix from #2667 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2700
Update ClientAlgo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2705
Fix ClientAPILauncherExecutor import path to remove torch dependency. by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/2713
Fix cyclic job creation example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2627
Use ReliableMessage from 2.4 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2717
Enhance CLI command config by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2716
Add CrossSiteEval with ModelController by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2699
Enhance job auth setup script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2715
Merging XGBoost changes from 2.4 by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2712
[2.5] Fix pipe handler race condition handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2728
Remove serialization of pfx by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2721
Update readme link to website by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2734
Fix BcastTaskManager min_responses by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2733
Fix cell encrypt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2732
keep the local resources for simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2730
Support same app for all sites in Job API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2714
Fix overseer test timing by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2743
Add ModelController documentation by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2707
[2.5] TIE (Technology for Integrating Everything) and Flower Inegration by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2523
Add MetricsSender docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2745
Update MONAI example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2724
[2.5] Fix clone job to keep original job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2755
Bump up the version of monai-nvflare package to 0.2.9 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2749
Update getting_started.rst by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2737
Add CIFAR 10 examples for Tensorflow-based FedAvg & FedOpt by @zhijinl in https://github.com/NVIDIA/NVFlare/pull/2704
Minor fix for instructions in setup_poc.ipynb for main by @hwpang in https://github.com/NVIDIA/NVFlare/pull/2752
Added id to the jobAPI swarmscriptexecutor_cifar10 component deploy by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2678
XGBoost plugin with new API by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2725

New Contributors

@tonywjs made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2709
@hwpang made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2737

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.5.0rc1...2.5.0rc2

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.4.2rc3: Improvements and bug fixes

What's Changed

[2.4] Fix missing replying arg by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2620
Added engine.add_component() function -- 2.4 branch by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2622
[2.4] Support log file rotation in admin commands by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2625
Added Simulator HE support --- [2.4] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2631
[2.4] XGBoost User Experience Improvement by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2630
[2.4] Add cuda processor so and license by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2633
[2.4] Support IPCL version from pypi by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2641
Update MANIFEST.in file to include nvflare/libs/*.so files into the by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2646
[2.4] Add feedback when users launch dashboard to cloud with editable version by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2654
[2.4] Fixed a LocalProcessor bug and a typo by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2656
[2.4] Update libproc cuda by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2660
[2.4] Cleaning up XGBoost Log by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2659
[2.4] Fix xgboost model overwrite by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2663

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1...2.4.2rc3

- Python
Published by IsaacYangSLA over 1 year ago

nvflare - 2.4.1: Numerous improvements and bug fixes

What's Changed

[2.4] tf dataset setup and teardown by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2365
[2.4] Update outdated links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2367
[2.4] Fix nemo example link by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2374
[2.4] Fix NEMO links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2384
[2.4] Update license headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2386
[2.4] Add xgboost histogrambasedv2 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2382
[2.4] Clean up file pipe by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2391
[2.4] Added ReliableMessage by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2394
[2.4] Add xgboost example, unit tests, integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2392
[2.4] Add xgboost metrics tracking cb by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2381
Exclude non-training clients from cse by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2400
[2.4] Integrated ReliableMessage with XGBoost by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2399
[2.4] Fixed the FOBS doc to add support for DatumManager by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2408
[2.4] Added AGRPCS, NGRPCS as secure scheme by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2409
[2.4] Enable StreamCell for all application channels by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2406
[2.4] Update rrorder to cyclicorder by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2411
[2.4] Fix mlflow tag links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2417
[2.4] Add client api send check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2418
[2.4] Lightning API Patch just once by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2416
[2.4] Fix LauncherExecutor handle_event by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2414
[2.4] Add custom order and early termination to cyclic controller by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2422
[2.4] Upgrade dependencies versions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2426
[2.4] Fixed the wrong workspace object in the simulator worker by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2430
[2.4] always use default grpc opts by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2428
[2.4] Fix check resource auth by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2439
[2.4] Upgrade protobuf version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2436
[2.4] Improve xgb runner status check by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2434
[2.4] Check wandb login by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2444
[2.4] Update fed xgboost docstrings/readme based on stable version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2446
[2.4] metric relay starts pipe handler heartbeat send/check after task is pulled by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2415
[2.4] task_exchanger starts pipe handler heartbeat send/check after task is pull by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2442
[2.4] Use full path for DhPSITaskHandler by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2437
[2.4] Update finance example using job templates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2448
[2.4] Update setup.py of monai integration folder by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2449
[2.4] Improve cell pipe timeout handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2441
[2.4] Update github actions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2450
[2.4] Clarify download_job workspace delay by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2453
[2.4] Improve reliable message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2452
[2.4] Support client custom code in simulator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2447
[2.4] Enhance launcher executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2433
[2.4] Remove cancel_futures args by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2457
[2.4] Fix subworkerprocess shutdown by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2458
[2.4] Fire and forget for pipe handler control messages by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2413
[2.4] Add garbage collect at ends of round-based workflows by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2464
[2.4] cherry-pick the fixsubmitjobauthfailure to 2.4 branch by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2466
[2.4] Add warning when the same admin in project.yml has different role by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2469
[2.4] Fix premerge by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2467
[2.4] Use unbuffered python launch by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2472
Fix wait-for-reply by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2478
[2.4] Set GRPCENABLEFORK_SUPPORT to False by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2474
[2.4] Add reliable xgboost documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2471
[2.4] Update doc link for xgboost histogram based by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2482
[2.4] Added more logging for the job status changing by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2481
Fix issues on hello-world TF2 notebook by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2493
[2.4] Fix pipe handler timeout in task exchanger and launcher executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2495
[2.4] Client API doc updates by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2498
add missing images by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2500
[2.4] Fix metric relay pipe handler timeout by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2496
[2.4] Fix tf integration test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2504
[2.4] Add client api integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2503
[2.4] Rely on launcher checkrunstatus to pause/resume heartbeat by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2502
[2.4] Simulator end run for all clients by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2515
[2.4] Add missing client api test jobs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2531
[2.4] Update monai readme [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2551
[2.4] Add info for custom data/class [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2553
[2.4] Update ClientAlgo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2566
[2.4] Fix gettargetnames by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2564
[2.4] Backport AWS VPC/Subnet enhancement from main branch by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2568
[2.4] Upgrade gunicorn by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2525
[2.4] Fix global steps in MLflow example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2571
[2.4] Bump up monai nvflare by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2572

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0...2.4.1

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc8: A few bug fixes

What's Changed

[2.4] Add missing client api test jobs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2531
[2.4] Update monai readme [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2551
[2.4] Add info for custom data/class [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2553
[2.4] Update ClientAlgo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2566
[2.4] Fix gettargetnames by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2564
[2.4] Backport AWS VPC/Subnet enhancement from main branch by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2568
[2.4] Upgrade gunicorn by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2525
[2.4] Fix global steps in MLflow example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2571

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1rc7...2.4.1rc8

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.3.12: Minor bug fixes

What's Changed

[2.3] Fix 2.3 unit tests by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2507
[2.3] Remove unneeded tracebacks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2509
[2.3] Ignore sysconfigdata test error by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2511
[2.3] Improve dead client handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2501

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.11...2.3.12

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.3.11: Bug fixes

What's Changed

Add numpy decomposers to fix 2.3 CI by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2272
Set compatible 2.3 version, tf dataset setup and teardown by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2364
[2.3] fix client death handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2484
[2.3] Fix CyclicController bug by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2490
[2.3] Changed exception log to error level for GRPC drivers by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2491

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.10...2.3.11

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc5: Various fixes and improvements

What's Changed

[2.4] Use unbuffered python launch by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2472
Fix wait-for-reply by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2478
[2.4] Set GRPCENABLEFORK_SUPPORT to False by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2474
[2.4] Add reliable xgboost documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2471
[2.4] Update doc link for xgboost histogram based by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2482
[2.4] Added more logging for the job status changing by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2481

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1rc4...2.4.1rc5

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc4: Various bug fixes and feature improvements

What's Changed

[2.4] tf dataset setup and teardown by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2365
[2.4] Update outdated links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2367
[2.4] Fix nemo example link by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2374
[2.4] Fix NEMO links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2384
[2.4] Update license headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2386
[2.4] Add xgboost histogrambasedv2 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2382
[2.4] Clean up file pipe by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2391
[2.4] Added ReliableMessage by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2394
[2.4] Add xgboost example, unit tests, integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2392
[2.4] Add xgboost metrics tracking cb by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2381
Exclude non-training clients from cse by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2400
[2.4] Integrated ReliableMessage with XGBoost by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2399
[2.4] Fixed the FOBS doc to add support for DatumManager by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2408
[2.4] Added AGRPCS, NGRPCS as secure scheme by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2409
[2.4] Enable StreamCell for all application channels by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2406
[2.4] Update rrorder to cyclicorder by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2411
[2.4] Fix mlflow tag links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2417
[2.4] Add client api send check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2418
[2.4] Lightning API Patch just once by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2416
[2.4] Fix LauncherExecutor handle_event by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2414
[2.4] Add custom order and early termination to cyclic controller by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2422
[2.4] Upgrade dependencies versions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2426
[2.4] Fixed the wrong workspace object in the simulator worker by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2430
[2.4] always use default grpc opts by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2428
[2.4] Fix check resource auth by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2439
[2.4] Upgrade protobuf version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2436
[2.4] Improve xgb runner status check by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2434
[2.4] Check wandb login by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2444
[2.4] Update fed xgboost docstrings/readme based on stable version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2446
[2.4] metric relay starts pipe handler heartbeat send/check after task is pulled by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2415
[2.4] task_exchanger starts pipe handler heartbeat send/check after task is pull by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2442
[2.4] Use full path for DhPSITaskHandler by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2437
[2.4] Update finance example using job templates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2448
[2.4] Update setup.py of monai integration folder by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2449
[2.4] Improve cell pipe timeout handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2441
[2.4] Update github actions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2450
[2.4] Clarify download_job workspace delay by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2453
[2.4] Improve reliable message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2452
[2.4] Support client custom code in simulator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2447
[2.4] Enhance launcher executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2433
[2.4] Remove cancel_futures args by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2457
[2.4] Fix subworkerprocess shutdown by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2458
[2.4] Fire and forget for pipe handler control messages by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2413
[2.4] Add garbage collect at ends of round-based workflows by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2464
[2.4] cherry-pick the fixsubmitjobauthfailure to 2.4 branch by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2466
[2.4] Add warning when the same admin in project.yml has different role by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2469
[2.4] Fix premerge by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2467

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0...2.4.1rc4

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc3: Bug fixes and feature improvements

What's Changed

[2.4] Enable StreamCell for all application channels by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2406
[2.4] Update rrorder to cyclicorder by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2411
[2.4] Fix mlflow tag links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2417
[2.4] Add client api send check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2418
[2.4] Lightning API Patch just once by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2416
[2.4] Fix LauncherExecutor handle_event by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2414
[2.4] Add custom order and early termination to cyclic controller by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2422

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1rc2...2.4.1rc3

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc2: Bug fixes and feature improvements

What's Changed

Exclude non-training clients from cse by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2400
[2.4] Integrated ReliableMessage with XGBoost by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2399
[2.4] Fixed the FOBS doc to add support for DatumManager by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2408
[2.4] Added AGRPCS, NGRPCS as secure scheme by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2409

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.1rc1...2.4.1rc2

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.1rc1: Add more XGBoost features

What's Changed

[2.4] tf dataset setup and teardown by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2365
[2.4] Update outdated links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2367
[2.4] Fix nemo example link by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2374
[2.4] Fix NEMO links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2384
[2.4] Update license headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2386
[2.4] Add xgboost histogrambasedv2 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2382
[2.4] Clean up file pipe by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2391
[2.4] Added ReliableMessage by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2394
[2.4] Add xgboost example, unit tests, integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2392
[2.4] Add xgboost metrics tracking cb by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2381

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0...2.4.1rc1

- Python
Published by IsaacYangSLA almost 2 years ago

nvflare - 2.4.0: Release

What's New

Please check the What's New of document page.

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.4.0rc9: Improvements and fixes addressing some issues

What's Changed

[2.4] Move workspace setup inside constructor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2308
[2.4] Update cli string 24 [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2309
[2.4] Fix ParamsConverter signature by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2310
Bump up the versions and improve dependency syntax by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2315
[2.4] Improve monai integration tracking example by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2319
[2.4] Exclude hidden Json file when parsing config by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2324
[2.4] Update all examples/research/integration requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2329
[2.4] Removed the no need client custom path by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2321
[2.4] update gnn readme by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2334
[2.4] Fix CIFAR-10 global model selection by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2333
[2.4] Enhance the handling of RC of task returned from clients by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2337
[2.4] Address final VDR feedbacks by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2331
[2.4] Cifar10 fix plot by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2345
Added a few workarounds for HTTP driver's latency issues for 2.4 by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2344
[2.4] Address VDR report by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2336
[2.4] Add notes about running TF with GPUs [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2347
[2.4] Fix tb receiver by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2341

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc8...2.4.0rc9

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.4.0rc8: Fixes and improvements

What's Changed

[2.4] Fix Auto login "communication error" by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2280
[2.4] updates examples, add version matching note by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2281
[2.4] Fixed the client_executor improper lock use. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2288
[2.4] vdr issues [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2286
[2.4] Add notebook to GNN examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2290
[2.4] Fix FLModelUtil by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2292
[2.4] Nemo examples fix by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2293
[2.4] Check invalid input directory in nvflare config by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2294
[2.4] Fix nemo peft notebook by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2296
[2.4] Update nemo instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2298
[2.4] Update documentation and docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2300
[2.4] Update execution api type documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2304
[2.4] address vdr feedback by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2299
[2.4] Added debug headers for all message route in CoreCell for 2.4 Branch by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2302
[2.4] Rename to execution api type, update job command output by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2307

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc7...2.4.0rc8

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.4.0rc7: Improvements and bug fixes

What's Changed

Fix the missing separators in nvflare cli by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2246
Reduce CellPipe heartbeat error log by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2245
Enhance the cloud script on the SSH inbound rule by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2249
Fix p2p encrypt/decrypt by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2251
Fix integration tests by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2254
Fix POC HE mode, add HE step-by-step example by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2255
Enhanced the client job status by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2247
add Clara FL white paper [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2257
added back the API auto login after server restart by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2256
Fix CCWF with Client API, ParamsConverter supported_tasks by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2260
Changed the TASK_UNKNOWN to log debug by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2262
Fix simulator rc by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2263
add notes for tree` commands by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2264
Add global round info for logging metrics global step by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2258
Address few misc. bugs by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2252
Fix launch_once=false connection error by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2269
Fixed a case the admin has no auth_tokens for keycloak integration by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2268
added handle for the empty return code file by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2261

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc6...2.4.0rc7

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.3.10 Improvements and fixes

What's Changed

Fix werkzeug in 2.3 branch by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2202
support av ipc agent wo grpc by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2219
Support app-defined components by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2244
[2.3 Branch] Add setup scripts for flare light version by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2225

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.9...2.3.10

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.4.0rc6: improvements, more examples, documentations and bug fixes

What's Changed

Fix RestoreState callback by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2115
Update gnn example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2114
Update swarm learning example by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2064
Merge duplicate sagptdeploymap/sagpt_ddp job templates [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2116
Update the document on large model experiments. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2118
Fixes readthedocs config and link in docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2119
NeMo peft example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2094
Changed default GPRC driver to sync version by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2117
Make client api pipe configurable by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2103
Enhance TF Client API examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2056
Fix docs build by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2123
Print logs and write to logfile at the same time by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2120
Job CLI Upgrade to support path notation by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2128
Update configurations of LauncherExecutor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2126
Remove receiveglobalmodel by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2129
CLI Job upgrade, convert string to number if possible by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2130
Update gnn template generation part by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2131
Fix gnn job templates link [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2135
Updates for Client API examples, add cse and swarm by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2134
Update NeMo PEFT example inference by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2124
Fix doc format and docstring format [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2139
Add discussion Q&A template [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2136
enhance the rc handling for MPM. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1985
Update client api doc and docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2137
Add NumPy + Client API example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2031
Remove mlflow.utils.time_utils dependency. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2146
Job Cli Upgrade: support custom configurations by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2143
Job CLI Upgrade: including configuration key removal by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2147
Add Step by step fed stats tabular example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2151
Update q-a.yml question rendering by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2154
Support sys vars for job config and support parameterized template in job config by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2145
Fix simulator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2156
Add release notes by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2144
Added serialized size in the message header by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2150
Add TaskExchanger and FlareAgent by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2161
Support graceful end_run processing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2158
Add Sklearn-linear step-to-step example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2163
Fix getting_started doc by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2169
Add variable doc build version for github links by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2162
Add experimental decorator and test by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2171
Remove gen2 restriction from ad-hoc policy by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2170
Fix Swarm learning README [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2172
Fix job cli issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2141
support getTask and submitResult timeout in job config by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2173
Fixed the SystemVarName.SECURE_MODE error in simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2174
Experimental decorator for functions and classes by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2185
Add example for HuggingFace SFT/PEFT by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2092
Add step-by-step tutorial for tabular data on svm, kmeans, and xgboost by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2168
Refactor LauncherExecutor and client api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2164
Update job templates and README by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2187
Setup poc github rendering fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2188
Add migration guide, add/update various sections by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2160
Fix meta file processing in storage and improve schedule job retrieval by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2186
update pub list for 2023 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2178
Fixed the missing simulator END_RUN event by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2182
Enable run cross-validation without training workflow and examples by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2035
Add overview, comm config, 3rd party integration docs [skip ci] by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2194
Add metrics exchange mechanism by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2189
change Fed Stats output format by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2199
Simple FedAvg workflow by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2157
Latest Werkzeug is not compatible with Flask by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2201
Update links, example section, various cleanup [skip ci] by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2207
Added PT Tensor decomposer registration on server side by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2192
KeyCloak authentication integration example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2205
Disable link check for example links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2216
POC bug fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2212
Lightning api: add strict option for loadstatedict by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2211
Check if fl model to be sent is empty by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2217
saveconfig() function: fix tohocon() issue by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2220
Update xgboost example requirements [skip ci] by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2221
Fixed a few issues with streaming error logging by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2213
fixed the custom_authentication example readme by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2218
Add sag mlflow step by step example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2208
MONAI integration and metrics refactoring by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2223
Don't run init() twice by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2224
Fix LauncherExecutor racing issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2209
misc doc enhancements, update monai metrics example readme by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2226
Fix stats global key bug by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2229
examples reformatting by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2228
Fix hello examples README file and prepare data section by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2231
Fix config read in lightning api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2232
POC Tutorial add HE support documentation in the notebook by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2230
Add fl_ctx in convert method of ParamsConverter by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2233
Display messages to users when cloud scripts unable to find public ip… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2234
Fix excepthook error by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2236
Fix typo in model locator by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2239
Update monai nvflare setup.py file by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2237
az vm run-command invoke does not take multi-line scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2214
Fixed a race condition issue during the server start by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2235
handle launcher failure condition in launch monitor by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2240
Add he support to pt params converter by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2238

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc5...2.4.0rc6

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.2.6: Update and minor fixes

What's Changed

Patch docs requirements to fix issue with jquery not working by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1511
Fix docs links for 2.2 by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1735
Update Flask for Werkzeug by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2198
Fix meta file processing in storage and improve schedule job retrieval by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2196
Fix the version of Werkzeug to 2.2.2 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2203

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.5...2.2.6

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.3.9: Minor improvements and bug fixes

What's Changed

Fix meta file processing in storage and improve schedule job retrieval by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2193

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.8...2.3.9

- Python
Published by IsaacYangSLA about 2 years ago

nvflare - 2.4.0rc5: Various improvements and feature enhancements

What's Changed

Adds support of multiple tasks to launcher executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2055
Workaround for QA script by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2086
Fix job cli boolean replacement issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2060
Update ClientAPI PT examples and fix Lightning API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2071
Support cross site eval in FLModelUtil by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2089
Fix for QA workflow scripts by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2090
docs: fix typos [skip ci] by @shuoer86 in https://github.com/NVIDIA/NVFlare/pull/2087
Improve grpc 24 by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2088
POC bug fixes: support multi-org, multi-roles project.yml by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2049
Fix cell and core cell by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2093
Append new authorized user to blossom-ci whitelist [skip ci] by @yinqingh in https://github.com/NVIDIA/NVFlare/pull/2096
Fix typos in job templates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2101
Buffer List Support by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2091
Fixes for QA scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2100
Add docs sections and rearrangements [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2047
Fix job cli create issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2095
Last notebook example fix by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2106
Support both int and float by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2102
Add server and client controlled cyclic step-by-steps by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2078
Move RestoreOptimizers callback to lightning API by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/2107
Major updates to GNN example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2109
Fix site authorization by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2110
Add None to is_primitive to support null in conf/json files by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2111

New Contributors

@shuoer86 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2087
@yinqingh made their first contribution in https://github.com/NVIDIA/NVFlare/pull/2096

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc4...2.4.0rc5

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Asynchronous IO improvements

What's Changed

fix aio exception handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2084

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.7...2.3.8

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Minor improvement

What's Changed

Add scheme to provision by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2069
Listen host by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2072
Support 3rd-party training system integration with FLARE by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2074
Restore non-aio grpc driver by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2077

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.6...2.3.7

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Feature improvement

What's Changed

Fix cloud scripts heredoc spacing by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2059
Step-by-step SAG with ModelLearner and Executor by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2051
Restore non-aio GRPC and a few improvements by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2058
Add how-to guide for large models by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2062
Enhance PT Client API examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2057
Removed 4G Limit on non-bytes data by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2067
Add support for listen_host by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2073
Add financial example with xgboost by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2054
Update XGBoost examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2066
Client api use exchange task by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2070

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc3...2.4.0rc4

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Minor fixes

What's Changed

Add handledeadjob to cyclic controller by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2034
Improve how to generate peer fl context by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2046
Fix AV FL Issues by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2053
fix job config section by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2063

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.5...2.3.6

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Feature enhancements

Deprecated features

Legacy job folder structure support is removed in this release

What's Changed

Add missing docs and pieces for experiment tracking [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1981
Fix shutdownflrun.sh by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2007
Job CLI: Add missing logic by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2013
change app_config logic by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2014
Reject legacy job by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2015
Add multi gpu support to Client API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2017
Add TF Multi GPU + Client API example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2018
Fix communicator_test.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2019
Job_Template package into nvflare wheel by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2022
POC : check fl server is running or not before clean by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2025
correct typos by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2026
Swarm learning and cross-site-evaluation with cifar10 by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2005
Add simulator commands to SFT example's readme by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/2023
avoid POC start race condition by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2027
Enhance PipeHandler by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2030
Add cifar10 swarm learning comparison graphs by @SYangster in https://github.com/NVIDIA/NVFlare/pull/2032
Improve the way to generate serialized peer fl context by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2033
Add client controlled workflow docs and minor fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/2021
Support large object serialization by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/2024
Site-specific Authorization by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1858
Fix gnn pt example config by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2029
Complete the TODO places of generating peer fl context by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2037
Update doc link in readme [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2039
Fix simulator deployer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2038
Add launch_once option to LauncherExecutor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2028
Fix remove path in JOB CLI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2040
Update a few more places that require generating peer fl context by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2042
Add a custom authentication example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2041
Job level authorization example by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2036
Cli job bug fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2045
Add handledeadjob to cyclic controller by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2043
Optional flag and bug fixes by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2044
Fix auth unit test and integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2048

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc2...2.4.0rc3

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Hotfix

What's Changed

Removed the grpc keep alive settings by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2020

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.4...2.3.5

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - 2.3.4 Minor fixes.

What's Changed

Fix shutdownflrun.sh by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/2008
Added ability to send the client job heartbeat calls to server. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/2016

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.3...2.3.4

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Feature enhancements

What's Changed

Change BaseException to Exception by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1790
Allow alternative Configurations: Part 3. Config Service Integration by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1824
Include exception type in error log by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1839
Fix doc [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1841
Add Launcher spec and SubprocessLauncher by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1763
Add LauncherExecutor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1783
Adds ModelExchanger by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1837
Fix auth integration test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1842
Fix ACK Timeout Issue [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1836
Fixed a concurrency issue by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1848
New Cell to provide layers to support original Cell API by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1832
Revert "Remove print/logger" by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1853
Fix SNI passing for AdminAPI (#1849) by @xander-aphe-hatschi in https://github.com/NVIDIA/NVFlare/pull/1850
FedOpt with batchnorm by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1851
Fix auto integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1847
Add unit tests of SubprocessLauncher and ModelExchanger by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1845
Add Weights and Biases for experiment tracking by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1838
New cell fix by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1861
Fixes an End-of-Stream bug by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1862
remove abort_task command by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1854
Update documentation for experiment tracking, peer context [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1859
Add NVFlare Client API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1863
Add client_api example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1844
Add decorator example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1855
Add lightning API and example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1867
Refactor Learner api by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1761
Separate plot-requirements out by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1869
Expose FLModel and change to send/receive by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1874
Updates ML-to-FL Client API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1877
Fixes the streaming problem in simulator by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1880
Enable NewCell by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1882
Refactor xgboost examples by @SYangster in https://github.com/NVIDIA/NVFlare/pull/1876
Update docs, tutorials, examples, and integration tests with POC updates by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1873
Fix examples and FLModel by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1883
Fix integration test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1884
ML2FL examples: small changes by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1891
Add garbage collection at the end of each round in cyclic controller by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1890
Fix integration test configs timing issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1886
add Mac specific setup by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1892
update config and config factory by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1893
remove wget in df_stats example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1878
Fixed net agent to work with NewCell by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1897
Cherry-picked from 2.3.2 #1868 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1895
Revert some changes from POC update commit that caused issues (#1894) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1904
Enhance lightning example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1903
Improve NewCell send request timeout handling by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1899
Add metrics exchanger and retriever by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1889
Support admin client handlers and submit_job with custom data by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1881
Cherry-pick Add client heartbeat log (#1864) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1901
Update references to dev after change in branch, update broken links [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1908
Fix MonaiAlgo args [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1914
Fixed the admin tool requires the resources path. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1910
Fix FLAdminAPI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1916
Use future waiter by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1909
Changed the simulator to use clientrunner.runabort_signal.triggered by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1918
Fix typos [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1915
Make sure the Simulator supports alternative config formats by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1923
Enhance lightning api, client api, LauncherExecutor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1919
Add reasearch folder for "ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data" [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1929
Update urls by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1933
Wrap training scripts inside main method by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1939
Fixed the recursive FLComponents creation. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1934
NewCell and Cell renaming by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1941
Add experiment tracking with MONAI for MetricExchanger by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1925
Re-add cli persistent history by @SYangster in https://github.com/NVIDIA/NVFlare/pull/1938
Job CLI: create Job, submit Job, listtemplates, showvariables by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1888
POC Upgrade 2 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1944
CC SDK 1.0 integration by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1926
Rewrite double quote to heredocs to avoid bash/zsh issues by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1947
Fix controller unit test timing by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1937
make sure the Job CLI support multi-config formats by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1946
add poc workspace to the nvflare config command by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1948
update POC tutorials by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1949
update docs after change in nvflare poc command [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1945
Add Sean to build command by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1950
Vertical XGBoost with PSI integration by @SYangster in https://github.com/NVIDIA/NVFlare/pull/1922
Allow metric negation in model selection by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1951
add deprecation commands by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1952
Secure message by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1954
Fix fl model utils by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1902
SFM Heartbeat Support by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1942
Enhance ML2FL API by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1953
Remove fobs calls by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1960
Removed the not used import in cell.py (temporary) by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1961
Improved error handling and fixed memory leak by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1921
Fix unit test and integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1962
Client controller by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1913
Update POC tutorials and fix POC bugs by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1958
Add Job CLI Tutorials and step-by-step initial examples by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1957
Refactor formatlogmessage with more readability by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1965
Remove some POC stop message by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1966
Add experiment tracking docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1963
Add SimpleCellCipher to replace session key manager and cell cipher by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1964
Improve CLI command error handling by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1971
Polish notebook for Job CLI [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1975
Add Step by step example part 1: CIFAR10 Image Stats by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1972
Add implementations to research folder for "ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data" [skip ci] by @nanaHa1003 in https://github.com/NVIDIA/NVFlare/pull/1940
Improve ML2FL example documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1969
Step by step Example CIFAR10 part 2 : SAG Example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1978
Job CLI bug fix: make sure we use the existing meta.conf from job_template by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1980
Optimize workspace saving and download_job command changes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1979
Add SFT example to NeMo integration by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1774
Update publication list by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1976
Client Controlled Workflow by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1967
prepare the download_job data files. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1984
Secure Messaging by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1983
Add TensorFlow client api example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1982
Datum Support in FOBS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1986
Support big job workspace by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1988
Add broadcast and aux_communication channel by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1991
Add secure argument to Task and set secure argument in cell's call. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1992
Kill stream threads on shutdown by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1995
Fix a multithread race condition in broadcast of Cell by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1998
Added GNN example and updated readme by @wangxiaoyunNV in https://github.com/NVIDIA/NVFlare/pull/1968
Add a feature to run dashboard locally without docker by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/2004
Enhance Job CLI to support multi-apps/sites by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2001
Support secure task in CCWF and comm improvement by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1999
Add fl meta in lightning api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1989
Add benchmark scores to SFT model evaluation by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1987
Update vertical xgb examples for gpu support by @SYangster in https://github.com/NVIDIA/NVFlare/pull/1977
Add additional section to Job cli tutorial by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2006
Fix GNN example graph [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2010
add few more licenses [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2011
Fix license header years [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1996
Add step-by-step example for CIFAR10 site-specific configs and deploy_map by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/2009
Removed default keepalive parameters from GRPC driver by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/2012

New Contributors

@xander-aphe-hatschi made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1850
@nanaHa1003 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1940
@wangxiaoyunNV made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1968

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.4.0rc1...2.4.0rc2

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - 2.3.3 Release: Minor fixes

What's Changed

Fix links for 2.3 branch by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1927
Cherry-pick: Fixed the recursive FLComponents creation by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1935
Fix controller unit test timing on branch 2.3 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1936

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.2...2.3.3

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - Release 2.3.2

What's Changed

Update doc 2.3 [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1840
Add garbage collection at the end of each round in cyclic controller by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1860
Add client heartbeat log by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1864
[2.3 branch] remove wget in df_stats example by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1879
Support Roche requirements and fixes by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1868

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.1...2.3.2

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - 2.3.1

What's Changed

Cherry Pick add links to new nlp example for 2.3 branch [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1674
Update overview in documentation for 2.3 branch [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1680
Fix docs 2.3 [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1684
Fix 2.3 integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1729
Update job path in getting started guide docs for 2.3 [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1732
[2.3] Add sleep time before admin api create/auto-login by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1736
remove github workflow branch restriction [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1748
Replace base exception with exception (2.3) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1757
[2.3] Remove dead link [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1787
[2.3] Include exception type by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1789
[2.3] Add exception type name in tests' error messages by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1809
[2.3] Fix HIGGS links by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1813
Upgrade flask to 2.2.5 to address CVE-2023-30861. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1818
Add missing cert chain verification on submitted job signatures by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1820
Protect learner against unsafe jobs (#1705) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1822
Merged custom driver to branch 2.3 by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1827

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.3.0...2.3.1

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - 2.4.0RC1

What's Changed

Add list of publication and talks [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1089
fix paper order [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1093
Fix docstring description [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1071
Clean up xgboost rst file and move to doc directory [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1088
Fixed the abort_job HA failed to remove snapshot issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1091
fix date and order [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1098
rename checkresult to isresource_enough by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1096
Fix example code format [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1094
Update ci remove snapshot by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1101
add Chinese blogs/talks [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1100
Move s3_storage [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1095
Upgrade for Python 3.10. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1102
add nvflare paper to citation file [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1107
Added field names to auth error by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1099
Update build and package steps by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1104
Add ResponseProcessors with example for client-side model init by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1105
Add ModelLearnable decomposers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1111
update model selector by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1116
add links and improve introductions of some features for better flow [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1120
Update requirements-dev.txt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1112
Add feature request issue template [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1127
fix controller racing condition by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1124
make aggregation helper thread safe by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1123
Add question issue template [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1126
FOBS redesign with enum and data class support by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1103
clean up docs for authorization related to 2.2.1 updates [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1140
update status returned when calling logout by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1141
enhanced class_utils. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1144
Added warnings for vulnerable OpenSSL versions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1142
Create quickstart page for outside links, fix provisioning section [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1145
Dead clients handle by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1136
Revert "Added warnings for vulnerable OpenSSL versions" by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1157
Enable header scan and fix unit tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1137
update cifar-10 sim example to use run script [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1158
Fixed a race condition and client privacy.json issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1164
Signing jobs by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1152
Enable the single gpu option for simulator run by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1162
Set each container in docker compose with its friendly name by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1167
Add .env file to support variables in compose.yaml by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1166
Fix signing jobs in POC by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1169
Fix unit test filename pattern [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1173
add example unit tests by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1170
restore the changes to fix the bug introduced. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1175
Simulartor hang oom by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1159
Add missing poc_key in api.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1183
Scheduler enhancement by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1184
update the simulator docs [skip ci] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1186
Improve XGBoost examples by @Jeffwan in https://github.com/NVIDIA/NVFlare/pull/1181
Fix type error in FedXGBHistogramExecutor by @Jeffwan in https://github.com/NVIDIA/NVFlare/pull/1179
Stats refactoring by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1191
Auto-registering decomposers for Enum by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1192
fix simulator missing client heartbeat call. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1195
add decorator to measure time for each method call by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1198
Add BroadcastAndWait Component by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1199
increase python version support to 3.10 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1203
add CommonExecutor and ClientExecutor by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1202
MLFlowReceiver by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1204
add missing dependencies [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1209
Allow easier import of SimulatorRunner by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1208
fix broken link to operation guide [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1218
Backend and schema updated by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1215
1214 svt_privacy adds an option for random.choice replacement by @wyli in https://github.com/NVIDIA/NVFlare/pull/1224
PSI initial PR by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1207
add flare_api initial changes by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1161
PSI upgrade to openmined.psi = 1.1.0 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1226
update missed requirement [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1227
Clean up controller logic by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1228
Add quantifying-data-leakage folder [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1230
Update monai example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1229
PSI Update example [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1231
Fix preflight_check issue and add unit tests and integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1234
update psi readme [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1235
Update monai examples again [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1237
Only terminate the local session in the worker_process, not logout th… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1236
PSI Bug fix [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1238
Fix integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1239
remove key check in task get_prop method by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1242
Fix tb streaming by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1241
Update black/isort/flake8 and fix code style [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1243
Research: Quantifying Data Leakage in Federated Learning [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1244
Add notebook with FLARE API to example [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1232
Revert flake8 and isort version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1250
Revert "Backend and schema updated (#1215)" by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1251
Fix missing information in fed_admin.json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1253
Drop python 3.7 support by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1246
Add kmeans clustering example based on scikit-learn by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1163
Fix joblibmodelparam_persistor by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1265
Cloud launch scripts for both client and server by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1259
Script to launch dashboard on cloud by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1269
Add notebook with FLARE API and migration docs, minor improvements by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1257
CIFAR-10: make local number GPUs configurable by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1268
Update cifar10 real world instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1275
Update diagram on overview [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1281
Add missing init.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1284
Allow metrics aggregation by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1294
Create pullrequesttemplate.md [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1286
Add sklearn linear model example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1139
Re-organize example folder structure by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1295
GradInv research: Make prior image filename configurable [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1302
Fix issue #1317 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1330
Random forest algorithm based on xgboost lib by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1086
Add non-linear SVM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1176
Add cifar integration test by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1315
PSI: upgrade openmined psi version, restore unit tests and move openmined PSI apt_opt by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1340
Update documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1314
Update k-means example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1341
Fix validation transform bug by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1350
Move pt from appcommon to appopt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1348
Increase the wait to ensure the primary sp is updated by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1303
Add support for AWS cloud launch scripts (dashboard/server/client) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1344
Fix app_opt pt import by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1354
SFM Implementation [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1352
Add warnings to ModuleScanner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1347
Remove mlflow example on dev branch [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1360
FCI TCP Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1356
Fix argument error in modelpersistenceformat_manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1358
Standardize tensorboard-streaming example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1359
Refactor to remove sklearner by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1361
FCI UDS Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1362
Fixed the issue could not locate the components due to app_opt move. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1367
Merging Cellnet to dev by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1365
Fix typo and improve message in dashboard scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1374
move psi executor from appcommon to appopt by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1372
Merging MPM by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1375
Split learning with CIFAR-10 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1168
move psi unit tests to the proper directory [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1357
FL server deploy integrate with cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1376
sklearn linear update [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1382
add install dependencies command argument and allow install dependencies [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1383
FL Client integrate with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1380
Fixed a bug caused by refactor by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1384
disable unit tests again due to CI and other issues [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1386
Merging Async GRPC Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1378
Job run integrate with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1387
Async HTTP Driver for FCI [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1390
Change warning to debug for ModuleScanner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1369
Multi-process worker integration with FCI cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1393
Quick start [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1385
Move HE from appcommon to appopt. Update app_opt requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1392
Fix in time model selector by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1401
Simulator integration with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1398
Add limit to number of jobs in listjobs and options to flareapi by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1381
Fixed Close CB bug and added socket cleanup [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1399
Async TCP Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1397
fix newinsecuresession by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1403
Update SKLearn readmes and refactor SKLearnExecutor [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1388
Async UDS Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1404
Add AUC & Homogeneity log to SK Learners [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1406
update README for hello-pt on model initialization [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1402
Graceful cell stop by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1405
Ha fix by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1407
update README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1408
README Update for PSI [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1409
update README 3 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1410
Add note for brats18 data access by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1245
Readme 4 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1413
Fix integration tests and add preflight check test stage by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1370
remove_endpoint call and fixed bugs [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1414
RESTORE Old README before Release [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1418
Sync fl_context by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1400
Randomize azure client resource group by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1419
Enahce Simulator to avoid the Cell Error at end run. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1421
Hide cell cmds by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1420
Changed the fetchtask fetchagain without delay. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1423
fix default order of jobs in list_jobs command by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1416
Add back the SimulatorRunner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1425
Move virtual env of all examples to main folder by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1411
Move CIFAR10 example and update CI tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1415
Add debug mode to ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1428
Restructure hello-world examples to standardize for tests by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1412
Move TBReceiver to experiment tracking by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1424
Add init.py to decomposers folder so build system will include it. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1430
Add messages at the end of cloud launch scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1432
UPDATE PSI README.md [skip CI] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1434
Avoid the simulator cell error after END_RUN. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1431
Log Cleanup [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1426
Enable Simulator to use resources.json. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1435
Fix list jobs command argument parsing bug by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1427
Fixed the simulator hang due to missing import. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1436
Switch to --use-device-code for all az login cases [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1437
update nightly build version [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1439
Enhance the job run process not to kill its own process, instead let … by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1440
Remove unused codes [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1442
Fixed a few QA bugs. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1445
Random forest update by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1441
Improve POC shutdown by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1438
Randomize resource group to avoid duplicate resource group names [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1450
More detailed error for recursive data by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1448
Fixed the QA test recursive ref issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1451
Fixed the issue job status not updated to exception when controller e… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1447
Update integration tests; Add test config auto generation code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1446
README redesign [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1449
Check if resource group exists. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1456
Move split learning to advanced examples; update release notes [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1457
Fix admin API issues and support optional messages by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1458
Restore executable scripts in examples [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1460
Fix jupyter notebook FLARE API path issue by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1462
Silent Reconnect by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1463
Fix shutdown log messages and speed up shutdown process by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1465
Add FedSM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/562
Randomize security group in AWS dashboard and client scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1467
Fix cifar and auto generated integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1455
Update Federated Stats to follow the new example structure [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1464
Update research folders by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1469
fixed peer context handling in aux runner by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1470
Convert PSI to the standard test structure [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1468
Update docs to have release notes in whats new, new glossary, fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1461
Server Listens on All Interfaces by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1471
Fix configuration for readthedocs to build docs with new requirements [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1472
Fix fl context prop by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1474
Fixed exception in list_jobs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1473
Fixed the simulator threads option for multi_gpu case. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1476
Change Azure VM create to remove warning by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1477
cleanup error msg; fix sag wait; fix get_task timeout by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1479
Fix job runner multiple start issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1466
Get rid of hello-examples warnings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1475
Update protobuf version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1478
Configuration exception handling by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1480
fix api status and dead job message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1484
fix list_job in flare api by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1487
protect server state against multiple state changes by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1489
Fix loading conf in aws scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1488
add waitforsystem_shutdown [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1481
Add Jupyter-Lab notebooks [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1482
Fix controller timing issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1459
Fix many build warning and issues, more documentation additions [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1486
Splitnn fix by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1485
Random forest minor fixes by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1495
fix job listing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1496
Add user guide on cloud deployment by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1497
Add back sections for migrating that were removed by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1498
simulator create the clients in parallel. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1491
Add notebooks for traditional ml examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1483
use common JupyterLab instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1499
fix wf task exit status handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1494
Update what's new to include data leakage tool research by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1502
MONAI example updates by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1506
Add check on az login exit code by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1504
silent abort message logging by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1505
fix list_jobs detail handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1503
not creating internal listener for the job cell. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1507
Update README, Notebook, Fed Stats fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1501
Remove unnecessary virtualenv folder [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1512
Ensure the startrun event for subworker_process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1514
Remove things in init.py in app_opt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1508
Add notebooks for other machine learning methods by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1500
More docs additions and fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1510
Hello World Notebook (New) [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1518
Fix auth test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1519
CIFAR-10 Auto-FedRL example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1283
Limit the ip address range of inbound ssh to creator's public ip only by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1516
Add one FAQ item to describe DNS cache/propagation and how to resolve it by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1517
Update what's new to include Auto-FedRL [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1522
Restore set_env.sh [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1513
Check that requirements are consistent through examples, update doc [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1521
Doc & Talks updates [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1525
Add config_type to distinguish by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1526
Throw exception when connection monitor is not registered by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1520
Optimize the getallclients, move to the training process beginning. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1524
[CICD] add a new member to trigger list of blossom-ci [skip ci] by @guopengf in https://github.com/NVIDIA/NVFlare/pull/1528
fix job status and speed up fed event end_run by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1523
[documentation] update logging config example[ski ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1530
Fix a style issue on FAQ about server DNS propagation/caching. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1533
Added Decomposers for HE Classes [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1527
Raise Exception when error code = EXECUTIONRESULTERROR in Controller error handling by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1529
Fix SAG typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1536
Notebooks update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1541
Add new notebooks and some updates in docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1545
update nvflare version by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1546
Support direct cell message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1534
Add a controller_lock to prevent racing condition by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1537
Add link to on-shot-vfl repo [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1548
Ha authentication fix by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1535
Fixed the shared object issue in the controller task return. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1549
Remove unneeded cancel all task call by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1540
Add information about ssh source IP (skip ci) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1550
Fix HA integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1492
Update scatter & gather messages by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1552
Limit the FOBS error log size by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1544
Enhance job meta validator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1555
Use python3 command in examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1551
update comments and exception messages[skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1559
Remove manual serialize/deserialize for HE components by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1538
Fix cell timing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1558
Restructure docs and notebooks as discussed [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1554
update monai integration versions [skip_ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1560
Enhance preflight check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1557
Fixed -m option in list_jobs [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1556
Fix integration tests issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1562
Fix incorrect server status after job aborted and server restarted by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1569
Updated a re-activate client error message. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1567
Early stop on both AWS/Azure when duplicate servers are launched (by … by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1553
Fix abort job with only connected clients by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1563
Fix a typo by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1573
update notebooks based on feedback [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1570
Fix max client in client_manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1572
Update fed policy example [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1575
Qa issues by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1568
Fix a typo in a script [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1577
Notebooks upgrade [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1574
fix RESULT_ERROR in FedStats by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1579
Fix SAG client result error handling by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1571
update POC and tutorial storage locations [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1580
Controller no deepcopy by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1565
Ensure to end the simulator run after client exception. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1582
Update xgboost path in doc [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1584
Notebook and documentation fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1581
update notebook setuppoc [skipci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1588
add notebook links to example README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1585
Update InitializeGlobalWeights workflow to not require clients by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1576
Additional reorganization of the linking for the documentation [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1591
Fix provision notebook bugs [ski ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1589
Minor fix to menu [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1594
Change job_configs to jobs for consistency by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1596
Add example of fednlp for NER task using BERT model by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1564
Ignore unknown task result in SAG by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1595
Cell no executor pool by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1590
test client-side model initialization by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1593
Fixed cell not been stopped properly when config error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1597
fix bugs and cleanup notebooks for FLARE API tutorials [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1598
Ensure the daemon process that monitors the client root process will end if error happens by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1578
Add job submit success to CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1601
Fix typo in fuel communicator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1604
Fix abort job command return message by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1603
Validate client name type in GlobalWeightsInitializer by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1606
Revert "Ignore unknown task result in SAG" by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1607
fix workspace bug in notebook [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1605
fix POC command bug by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1609
Update split learning readme [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1610
Re-factor PSI and add user email match to CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1583
Add section on run modes and fix description for list_jobs in notebook by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1600
Fix various notebook bugs [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1618
Don't submit update with task data from old SSID by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1611
Job status management enhancement by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1613
Add docstring to executor [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1599
fix controller dead client handling; added stats pool to_dict by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1617
Make consistent the error message for shutdown_system without auth by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1614
more notebooks bug fixes and updates [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1624
Fixes several shutdown related issues by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1608
fixed the job status for config error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1615
Fixed job could not run when overseer is offline. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1625
add qat to repo by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1628
Removing UDS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1616
Add link and base readme to fed-ce repo [skip ci] by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1623
Add readme for one-shot VFL paper [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1629
update the abort_job status after the job complete by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1627
Change default initial task fetch interval at client side from 0.1 to 0.5 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1621
Add missing parent constructor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1612
Fix POC stop exception by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1620
Reduced the non-meaningful logs. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1630
Clean up fed stats example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1602
Add defaulttaskfetch_interval by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1633
Fixed a save_workspace error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1634
delay the overseer agent start for client job worker process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1636
[PSI] add fl_ctx to finalize() and fix bug by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1638
Scripts refactoring and notebooks bug fixes/update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1635
Fix AIO task cancellation and improve abort_job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1637
Fix CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1639
update the aborted job status immediately by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1640
remove the ensuredaemonprocessshutdown which caused restart fail. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1642
Correction to xgboost requirements files [skip ci] by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1641
Add GPT-2 model by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1626
Print job schedule result by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1631
Do not shutdown job runner when server turn to cold state by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1619
Fix file license headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1643
Add to documentation [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1644
Use secure logging for exceptions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1645
Fixed the servercommandagent AUTHENTICATION_ERROR reply. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1648
Update the turnto_cold to set to ColdState first. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1649
Improvement on model diff computation by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1647
Fix description of list_jobs in FLARE API notebook [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1646
Fix readme typos [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1653
Change abort_job command to return None by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1650
notebooks tweaks [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1651
fix abort_job in old FLAdminAPI by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1657
Update monai integration notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1652
Update split nn notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1654
Update xgboost notebooks [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1655
Update RF notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1656
Add notebook info [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1658
Improve example readme [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1659
Add markdown link check workflow [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1660
[2.3] remove apt_opt in the hello-world and tutorial nvflare install lskip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1663
[dev] remove apt_opt in the hello-world and tutorial nvflare install lskip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1664
Remove unused file [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1670
Update RC to real release by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1667
Add nvflaregettingstarted.ipynb, make table for examples, minor fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1665
Add links to new nlp example [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1673
Update overview in documetation [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1679
Fix adhoc conn creation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1676
Add fed stats examples into CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1592
Fix image stats format and typos [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1682
Fix learners in examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1688
Support pool stats file creation by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1687
Change sticky to False for SSID by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1689
Install all requirements first in auto test config by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1683
Clean up AdminAPI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1678
Fix SKLearn executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1691
Make CsvRecordHandler thread safe by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1694
Docs fixes links [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1685
Split learning: remove need to set python path outside of notebook by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1696
Passing the PYTHONPATH to the child process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1695
add overall stats to pool showing command by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1700
Update to fit monai 1.2 release by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1701
Fix SAG docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1702
Fix code format [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1707
Fix minor problems in simulator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1706
Add cuml backend to SVM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1709
Add MONAI mlflow example for local provisioning by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1710
Fixed a race condition issue for HA when job is about to end_run. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1708
Protect learner against unsafe jobs by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1705
Add FedCE example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1704
Add scheme in fedserver.json and fedclient.json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1717
provision refactoring by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1713
Update assembler of SVM and KMeans to use DXO by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1719
Add dev/prod container images in local and cloud by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1720
Api parity by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1722
Add support to run container in cloud scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1728
Update job path in getting started guide docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1733
Fix HA tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1737
Add detached mode in docker.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1738
Add codes to generate docker.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1741
Fix readme typo [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1746
Improve client side docker.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1753
Improve server side docker.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1754
FL Hub by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1739
Fix app_opt PTFileModelPersistor typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1751
NeMo integration folder & p-tuning example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1723
Upgrade POC: changing POC mode to Local Prod Mode, but keep POC command name. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1755
NeMo-NVFlare 20B p-tuning instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1762
Move the common header of all cloud scripts to one section by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1767
Make changes for groundwork for experiment tracking by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1768
Add mlflow components by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1771
NeMo integration: Check to initialize learner by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1775
Improve pipe for general use by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1773
Enhance DXO aggregator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1769
NeMo integration: fix initialize logic by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1776
Add fl hub example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1143
Revert "Add fl hub example" by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1777
Re-add FL hub example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1778
Add examples for MLflow by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1772
Add DXO unit test by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1779
Fix experiment tracking and integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1784
Nemo: update license headers; update job paths [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1780
Remove dead link [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1788
NeMo: add fed p-tuning figures [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1792
Add missing cert chain verification on submitted job signatures by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1791
CodeQL ignore test folder by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1794
Fix deprecated by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1793
Fix tensorboard-streaming integration test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1795
Add tests for resigning on signed folders by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1798
FLModel: Introduce a common model structure that can cover most of FL Application needs by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1797
Added GPU group support for simulator. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1750
add METRICS_ONLY Transfer Type to FLModel by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1800
Fix HIGGS dataset link by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1801
Add FLModelUtils by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1799
Enhance runtest.sh by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1804
Allow additional Config Options Part 1 : Config, ConfigLoader, ConfigFormat and ConfigFactory by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1796
Fix an issue in lighter utils CI tests by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1806
Add UCI website note by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1805
Use --dist loadgroup for pytest by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1808
Fix restart command in FLARE API by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1803
Custom Comm Drivers [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1632
Upgrade flask to 2.2.5 to address CVE-2023-30861. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1817
Refactor pipe and rename pipe monitor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1819
Allow Alternative Config Option Part 2: Adding OmegaConf loader and Config by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1816
Make changes to fix MLflow experiment tracking by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1823
Add One-shot VFL project to the "research" folder by @jeremy313 in https://github.com/NVIDIA/NVFlare/pull/1807
FCI Stream API by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1758
PIckup Custom Driver Changes to dev by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1828

New Contributors

@Jeffwan made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1181
@guopengf made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1528
@jeremy313 made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1807

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.1...2.4.0rc1

- Python
Published by IsaacYangSLA over 2 years ago

nvflare - NVFlare 2.3.0 Release

What's new

What's Changed

Add list of publication and talks [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1089
fix paper order [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1093
Fix docstring description [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1071
Clean up xgboost rst file and move to doc directory [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1088
Fixed the abort_job HA failed to remove snapshot issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1091
fix date and order [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1098
rename checkresult to isresource_enough by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1096
Fix example code format [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1094
Update ci remove snapshot by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1101
add Chinese blogs/talks [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1100
Move s3_storage [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1095
Upgrade for Python 3.10. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1102
add nvflare paper to citation file [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1107
Added field names to auth error by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1099
Update build and package steps by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1104
Add ResponseProcessors with example for client-side model init by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1105
Add ModelLearnable decomposers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1111
update model selector by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1116
add links and improve introductions of some features for better flow [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1120
Update requirements-dev.txt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1112
Add feature request issue template [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1127
fix controller racing condition by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1124
make aggregation helper thread safe by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1123
Add question issue template [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1126
FOBS redesign with enum and data class support by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1103
clean up docs for authorization related to 2.2.1 updates [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1140
update status returned when calling logout by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1141
enhanced class_utils. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1144
Added warnings for vulnerable OpenSSL versions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1142
Create quickstart page for outside links, fix provisioning section [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1145
Dead clients handle by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1136
Revert "Added warnings for vulnerable OpenSSL versions" by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1157
Enable header scan and fix unit tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1137
update cifar-10 sim example to use run script [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1158
Fixed a race condition and client privacy.json issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1164
Signing jobs by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1152
Enable the single gpu option for simulator run by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1162
Set each container in docker compose with its friendly name by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1167
Add .env file to support variables in compose.yaml by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1166
Fix signing jobs in POC by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1169
Fix unit test filename pattern [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1173
add example unit tests by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1170
restore the changes to fix the bug introduced. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1175
Simulartor hang oom by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1159
Add missing poc_key in api.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1183
Scheduler enhancement by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1184
update the simulator docs [skip ci] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1186
Improve XGBoost examples by @Jeffwan in https://github.com/NVIDIA/NVFlare/pull/1181
Fix type error in FedXGBHistogramExecutor by @Jeffwan in https://github.com/NVIDIA/NVFlare/pull/1179
Stats refactoring by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1191
Auto-registering decomposers for Enum by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1192
fix simulator missing client heartbeat call. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1195
add decorator to measure time for each method call by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1198
Add BroadcastAndWait Component by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1199
increase python version support to 3.10 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1203
add CommonExecutor and ClientExecutor by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1202
MLFlowReceiver by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1204
add missing dependencies [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1209
Allow easier import of SimulatorRunner by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1208
fix broken link to operation guide [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1218
Backend and schema updated by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1215
1214 svt_privacy adds an option for random.choice replacement by @wyli in https://github.com/NVIDIA/NVFlare/pull/1224
PSI initial PR by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1207
add flare_api initial changes by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1161
PSI upgrade to openmined.psi = 1.1.0 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1226
update missed requirement [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1227
Clean up controller logic by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1228
Add quantifying-data-leakage folder [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1230
Update monai example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1229
PSI Update example [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1231
Fix preflight_check issue and add unit tests and integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1234
update psi readme [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1235
Update monai examples again [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1237
Only terminate the local session in the worker_process, not logout th… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1236
PSI Bug fix [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1238
Fix integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1239
remove key check in task get_prop method by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1242
Fix tb streaming by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1241
Update black/isort/flake8 and fix code style [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1243
Research: Quantifying Data Leakage in Federated Learning [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1244
Add notebook with FLARE API to example [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1232
Revert flake8 and isort version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1250
Revert "Backend and schema updated (#1215)" by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1251
Fix missing information in fed_admin.json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1253
Drop python 3.7 support by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1246
Add kmeans clustering example based on scikit-learn by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1163
Fix joblibmodelparam_persistor by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1265
Cloud launch scripts for both client and server by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1259
Script to launch dashboard on cloud by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1269
Add notebook with FLARE API and migration docs, minor improvements by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1257
CIFAR-10: make local number GPUs configurable by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1268
Update cifar10 real world instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1275
Update diagram on overview [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1281
Add missing init.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1284
Allow metrics aggregation by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1294
Create pullrequesttemplate.md [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1286
Add sklearn linear model example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1139
Re-organize example folder structure by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1295
GradInv research: Make prior image filename configurable [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1302
Fix issue #1317 by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1330
Random forest algorithm based on xgboost lib by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1086
Add non-linear SVM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1176
Add cifar integration test by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1315
PSI: upgrade openmined psi version, restore unit tests and move openmined PSI apt_opt by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1340
Update documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1314
Update k-means example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1341
Fix validation transform bug by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1350
Move pt from appcommon to appopt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1348
Increase the wait to ensure the primary sp is updated by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1303
Add support for AWS cloud launch scripts (dashboard/server/client) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1344
Fix app_opt pt import by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1354
SFM Implementation [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1352
Add warnings to ModuleScanner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1347
Remove mlflow example on dev branch [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1360
FCI TCP Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1356
Fix argument error in modelpersistenceformat_manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1358
Standardize tensorboard-streaming example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1359
Refactor to remove sklearner by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1361
FCI UDS Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1362
Fixed the issue could not locate the components due to app_opt move. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1367
Merging Cellnet to dev by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1365
Fix typo and improve message in dashboard scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1374
move psi executor from appcommon to appopt by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1372
Merging MPM by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1375
Split learning with CIFAR-10 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1168
move psi unit tests to the proper directory [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1357
FL server deploy integrate with cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1376
sklearn linear update [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1382
add install dependencies command argument and allow install dependencies [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1383
FL Client integrate with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1380
Fixed a bug caused by refactor by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1384
disable unit tests again due to CI and other issues [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1386
Merging Async GRPC Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1378
Job run integrate with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1387
Async HTTP Driver for FCI [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1390
Change warning to debug for ModuleScanner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1369
Multi-process worker integration with FCI cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1393
Quick start [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1385
Move HE from appcommon to appopt. Update app_opt requirements by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1392
Fix in time model selector by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1401
Simulator integration with FCI Cellnet by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1398
Add limit to number of jobs in listjobs and options to flareapi by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1381
Fixed Close CB bug and added socket cleanup [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1399
Async TCP Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1397
fix newinsecuresession by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1403
Update SKLearn readmes and refactor SKLearnExecutor [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1388
Async UDS Driver [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1404
Add AUC & Homogeneity log to SK Learners [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1406
update README for hello-pt on model initialization [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1402
Graceful cell stop by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1405
Ha fix by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1407
update README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1408
README Update for PSI [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1409
update README 3 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1410
Add note for brats18 data access by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1245
Readme 4 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1413
Fix integration tests and add preflight check test stage by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1370
remove_endpoint call and fixed bugs [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1414
RESTORE Old README before Release [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1418
Sync fl_context by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1400
Randomize azure client resource group by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1419
Enahce Simulator to avoid the Cell Error at end run. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1421
Hide cell cmds by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1420
Changed the fetchtask fetchagain without delay. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1423
fix default order of jobs in list_jobs command by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1416
Add back the SimulatorRunner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1425
Move virtual env of all examples to main folder by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1411
Move CIFAR10 example and update CI tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1415
Add debug mode to ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1428
Restructure hello-world examples to standardize for tests by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1412
Move TBReceiver to experiment tracking by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1424
Add init.py to decomposers folder so build system will include it. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1430
Add messages at the end of cloud launch scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1432
UPDATE PSI README.md [skip CI] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1434
Avoid the simulator cell error after END_RUN. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1431
Log Cleanup [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1426
Enable Simulator to use resources.json. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1435
Fix list jobs command argument parsing bug by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1427
Fixed the simulator hang due to missing import. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1436
Switch to --use-device-code for all az login cases [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1437
update nightly build version [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1439
Enhance the job run process not to kill its own process, instead let … by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1440
Remove unused codes [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1442
Fixed a few QA bugs. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1445
Random forest update by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1441
Improve POC shutdown by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1438
Randomize resource group to avoid duplicate resource group names [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1450
More detailed error for recursive data by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1448
Fixed the QA test recursive ref issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1451
Fixed the issue job status not updated to exception when controller e… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1447
Update integration tests; Add test config auto generation code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1446
README redesign [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1449
Check if resource group exists. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1456
Move split learning to advanced examples; update release notes [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1457
Fix admin API issues and support optional messages by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1458
Restore executable scripts in examples [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1460
Fix jupyter notebook FLARE API path issue by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1462
Silent Reconnect by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1463
Fix shutdown log messages and speed up shutdown process by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1465
Add FedSM example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/562
Randomize security group in AWS dashboard and client scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1467
Fix cifar and auto generated integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1455
Update Federated Stats to follow the new example structure [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1464
Update research folders by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1469
fixed peer context handling in aux runner by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1470
Convert PSI to the standard test structure [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1468
Update docs to have release notes in whats new, new glossary, fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1461
Server Listens on All Interfaces by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1471
Fix configuration for readthedocs to build docs with new requirements [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1472
Fix fl context prop by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1474
Fixed exception in list_jobs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1473
Fixed the simulator threads option for multi_gpu case. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1476
Change Azure VM create to remove warning by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1477
cleanup error msg; fix sag wait; fix get_task timeout by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1479
Fix job runner multiple start issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1466
Get rid of hello-examples warnings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1475
Update protobuf version by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1478
Configuration exception handling by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1480
fix api status and dead job message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1484
fix list_job in flare api by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1487
protect server state against multiple state changes by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1489
Fix loading conf in aws scripts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1488
add waitforsystem_shutdown [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1481
Add Jupyter-Lab notebooks [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1482
Fix controller timing issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1459
Fix many build warning and issues, more documentation additions [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1486
Splitnn fix by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1485
Random forest minor fixes by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1495
fix job listing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1496
Add user guide on cloud deployment by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1497
Add back sections for migrating that were removed by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1498
simulator create the clients in parallel. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1491
Add notebooks for traditional ml examples by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1483
use common JupyterLab instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1499
fix wf task exit status handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1494
Update what's new to include data leakage tool research by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1502
MONAI example updates by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1506
Add check on az login exit code by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1504
silent abort message logging by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1505
fix list_jobs detail handling by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1503
not creating internal listener for the job cell. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1507
Update README, Notebook, Fed Stats fix by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1501
Remove unnecessary virtualenv folder [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1512
Ensure the startrun event for subworker_process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1514
Remove things in init.py in app_opt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1508
Add notebooks for other machine learning methods by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1500
More docs additions and fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1510
Hello World Notebook (New) [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1518
Fix auth test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1519
CIFAR-10 Auto-FedRL example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1283
Limit the ip address range of inbound ssh to creator's public ip only by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1516
Add one FAQ item to describe DNS cache/propagation and how to resolve it by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1517
Update what's new to include Auto-FedRL [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1522
Restore set_env.sh [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1513
Check that requirements are consistent through examples, update doc [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1521
Doc & Talks updates [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1525
Add config_type to distinguish by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1526
Throw exception when connection monitor is not registered by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1520
Optimize the getallclients, move to the training process beginning. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1524
[CICD] add a new member to trigger list of blossom-ci [skip ci] by @guopengf in https://github.com/NVIDIA/NVFlare/pull/1528
fix job status and speed up fed event end_run by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1523
[documentation] update logging config example[ski ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1530
Fix a style issue on FAQ about server DNS propagation/caching. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1533
Added Decomposers for HE Classes [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1527
Raise Exception when error code = EXECUTIONRESULTERROR in Controller error handling by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1529
Fix SAG typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1536
Notebooks update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1541
Add new notebooks and some updates in docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1545
update nvflare version by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1546
Support direct cell message by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1534
Add a controller_lock to prevent racing condition by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1537
Add link to on-shot-vfl repo [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1548
Ha authentication fix by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1535
Fixed the shared object issue in the controller task return. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1549
Remove unneeded cancel all task call by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1540
Add information about ssh source IP (skip ci) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1550
Fix HA integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1492
Update scatter & gather messages by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1552
Limit the FOBS error log size by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1544
Enhance job meta validator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1555
Use python3 command in examples by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1551
update comments and exception messages[skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1559
Remove manual serialize/deserialize for HE components by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1538
Fix cell timing by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1558
Restructure docs and notebooks as discussed [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1554
update monai integration versions [skip_ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1560
Enhance preflight check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1557
Fixed -m option in list_jobs [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1556
Fix integration tests issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1562
Fix incorrect server status after job aborted and server restarted by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1569
Updated a re-activate client error message. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1567
Early stop on both AWS/Azure when duplicate servers are launched (by … by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1553
Fix abort job with only connected clients by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1563
Fix a typo by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1573
update notebooks based on feedback [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1570
Fix max client in client_manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1572
Update fed policy example [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1575
Qa issues by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1568
Fix a typo in a script [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1577
Notebooks upgrade [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1574
fix RESULT_ERROR in FedStats by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1579
Fix SAG client result error handling by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1571
update POC and tutorial storage locations [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1580
Controller no deepcopy by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1565
Ensure to end the simulator run after client exception. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1582
Update xgboost path in doc [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1584
Notebook and documentation fixes [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1581
update notebook setuppoc [skipci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1588
add notebook links to example README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1585
Update InitializeGlobalWeights workflow to not require clients by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1576
Additional reorganization of the linking for the documentation [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1591
Fix provision notebook bugs [ski ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1589
Minor fix to menu [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1594
Change job_configs to jobs for consistency by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1596
Add example of fednlp for NER task using BERT model by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1564
Ignore unknown task result in SAG by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1595
Cell no executor pool by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1590
test client-side model initialization by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1593
Fixed cell not been stopped properly when config error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1597
fix bugs and cleanup notebooks for FLARE API tutorials [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1598
Ensure the daemon process that monitors the client root process will end if error happens by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1578
Add job submit success to CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1601
Fix typo in fuel communicator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1604
Fix abort job command return message by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1603
Validate client name type in GlobalWeightsInitializer by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1606
Revert "Ignore unknown task result in SAG" by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1607
fix workspace bug in notebook [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1605
fix POC command bug by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1609
Update split learning readme [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1610
Re-factor PSI and add user email match to CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1583
Add section on run modes and fix description for list_jobs in notebook by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1600
Fix various notebook bugs [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1618
Don't submit update with task data from old SSID by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1611
Job status management enhancement by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1613
Add docstring to executor [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1599
fix controller dead client handling; added stats pool to_dict by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1617
Make consistent the error message for shutdown_system without auth by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1614
more notebooks bug fixes and updates [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1624
Fixes several shutdown related issues by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1608
fixed the job status for config error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1615
Fixed job could not run when overseer is offline. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1625
add qat to repo by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1628
Removing UDS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1616
Add link and base readme to fed-ce repo [skip ci] by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1623
Add readme for one-shot VFL paper [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1629
update the abort_job status after the job complete by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1627
Change default initial task fetch interval at client side from 0.1 to 0.5 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1621
Add missing parent constructor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1612
Fix POC stop exception by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1620
Reduced the non-meaningful logs. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1630
Clean up fed stats example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1602
Add defaulttaskfetch_interval by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1633
Fixed a save_workspace error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1634
delay the overseer agent start for client job worker process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1636
[PSI] add fl_ctx to finalize() and fix bug by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1638
Scripts refactoring and notebooks bug fixes/update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1635
Fix AIO task cancellation and improve abort_job by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1637
Fix CI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1639
update the aborted job status immediately by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1640
remove the ensuredaemonprocessshutdown which caused restart fail. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1642
Correction to xgboost requirements files [skip ci] by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1641
Add GPT-2 model by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1626
Print job schedule result by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1631
Do not shutdown job runner when server turn to cold state by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1619
Fix file license headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1643
Add to documentation [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1644
Use secure logging for exceptions by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1645
Fixed the servercommandagent AUTHENTICATION_ERROR reply. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1648
Update the turnto_cold to set to ColdState first. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1649
Improvement on model diff computation by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1647
Fix description of list_jobs in FLARE API notebook [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1646
Fix readme typos [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1653
Change abort_job command to return None by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1650
notebooks tweaks [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1651
fix abort_job in old FLAdminAPI by @yanchengnv in https://github.com/NVIDIA/NVFlare/pull/1657
Update monai integration notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1652
Update split nn notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1654
Update xgboost notebooks [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1655
Update RF notebook [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1656
Add notebook info [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1658
Improve example readme [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1659
Add markdown link check workflow skip ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1661
[2.3] Remove unused file [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1671
Update RC to real release 2.3 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1668
Cherry pick docs update to 2.3 branch by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1669

New Contributors

@Jeffwan made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1181
@guopengf made their first contribution in https://github.com/NVIDIA/NVFlare/pull/1528

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.5...2.3.0

- Python
Published by IsaacYangSLA almost 3 years ago

nvflare - 2.2.5

What's Changed

Fix requirements based on setup.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1263
Imporve type error in FedXGBHistogramExecutor (#1179) by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1261
Fix two bugs for preflight check by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1267

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.4...2.2.5

- Python
Published by IsaacYangSLA about 3 years ago

nvflare - 2.2.4

What's Changed

fix simulator missing client heartbeat call. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1196

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.3...2.2.4

- Python
Published by IsaacYangSLA about 3 years ago

nvflare - Feature enhancements

What's Changed

Fixed a race condition and client privacy.json issue. (#1164) by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1172

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.2...2.2.3

- Python
Published by IsaacYangSLA about 3 years ago

nvflare - 2.2.2

What's Changed

Add list of publication and talks [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1090
fix paper order [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1092
update model selection main by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1134
Cherry pick commits for documentation updates by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1153

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.2.1...2.2.2

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - NVFlare 2.2.1 Release

Feature Highlights

FL Simulator -- A lightweight simulator of a running NVFLARE FL deployment. It allows researchers to test and debug their application without provisioning a real project. The FL jobs run on a server and multiple clients in the same process but in a similar way to how it would run in a real deployment. Researchers can quickly build out new components and jobs that can then be directly used in a real production deployment.

FLARE Dashboard NVFLARE's web UI. In its initial incarnation, the Flare Dashboard is used to help project setup, user registration, startup kits distribution and dynamic provisions. Dashboard setup and apis can be found here

Site-policy management -- Prior to NVFLARE 2.2, all policies (resource management, authorization and privacy protection, logging configurations) can only be defined by the Project Admin during provision time; and authorization policies are centrally enforced by the FL Server. NVFLARE 2.2 makes it possible for each site to define its own policies in the following areas:

Resource Management: the configuration of system resources that are solely the decisions of local IT.
Authorization Policy: local authorization policy that determines what a user can or cannot do on the local site. see related Federated Authorization
Privacy Policy: local policy that specifies what types of studies are allowed and how to add privacy protection to the learning results produced by the FL client on the local site.
Logging Configuration: each site can now define its own logging configuration for system generated log messages.

Federated XGBoost -- We developed federated XGBoost for data scientists to perform machine learning on tabular data with popular tree-based method. In this release, we provide several approaches for the horizontal federated XGBoost algorithms.

Histogram-based Collaboration -- leverages recently released (XGBoost 1.7.0) federated versions of open-source XGBoost histogram-based distributed training algorithms, achieving identical results as centralized training (trees trained on global data information).
Tree-based Collaboration -- individual trees are independently trained on each client's local data without aggregating the global sample gradient histogram information. Trained trees are collected and passed to the server / other clients for aggregation and further boosting rounds.

Federated Statistics -- built-in federated statistics operators that can generate global statistics based on local client side statistics. The results, for all features of all datasets at all sites as well as global aggregates, can be visualized via the visualization utility in the notebook.

MONAI Integration In 2.2 release, we provided two implementations by leveraging MONAI Bundle.

MONAI ClientAlgo Integration -- enable running MONAI bundles directly in a federated setting using NVFLARE MONAI ClientAlgoStats Integration -- through NVFLARE Federated Statistics we can generate, compare and visualize all clients' data statistics generated from MONAI summary statistics

Tools and Production Support

Improved POC command Dynamic Provision Docker Compose Preflight Check

Migrations tips To migrate from releases prior to 2.2.1, here are few notes that might help migrate to 2.2.1.

What's Changed

Pick up main changes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/692
Change np model persistor log level by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/693
Remove env command in fl admin api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/696
Change print to logger.info in client executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/699
Add listfiles and downloadjob for single file by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/698
Add provisioned setting to integration tests and re-factor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/697
Add dns entries into ci scripts by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/700
Add citation file by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/702
Add doi to citation file by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/703
Fix blossom CI/CD tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/704
Remove self-hosted runners and use only blossom ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/707
Fix setup.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/709
Clean up workflow implementations, use self._engine by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/712
Fix typos in tf related codes in examples and tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/713
Docker compose by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/714
Fix the shared volume settings among servers in compose.yaml by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/716
Add cov.xml to unit test script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/715
Wait for cleanup process before start next test case by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/726
Update example structure from app to job by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/724
625 Add monai bundle example by @yiheng-wang-nv in https://github.com/NVIDIA/NVFlare/pull/721
Fix overseer code style and issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/729
Add research and integration folder by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/732
Clean up ClientRunner and Communicator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/720
Add two command options to add user/client by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/723
Helm chart by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/725
Add nvflare poc command by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/739
Clean up overseer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/741
Add org to cert by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/743
Add two functions to retrieve roles and org from cert by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/744
rename README.MD -> README.md by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/748
Add Collective communication and hello-mpi example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/719
nvflare poc syntax update and add NVFLAREPOCWORKSPACE env variable by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/751
1) add fedsm and autofed_rl research directories with index.html re… by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/754
Remove doc build in github by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/758
add client GPU assignment for POC command by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/759
Add preflight check scripts by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/742
Fix package checker utils test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/762
Move GPU utils out of poc_commands for later reuse by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/765
Update integration test validator log level by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/768
handle no gpu or no nvidia-smi installed cases by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/773
consolidate NVFLARE CLI by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/774
Federated Statistics Operator with Data Frame Statistics example. by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/750
Add report resources command and fix resource manage issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/766
Fix License check issue by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/779
Added options to disable old TLS versions by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/775
XGBoost with cyclic and bagging training by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/740
Only restore the FLcomponent from the snapshot. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/796
Add dashboard cli by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/801
Clean up fuel utils and client executor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/761
Include org info in sub_start.sh, compose.yaml, helm chart and other … by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/808
Local folder from provisioning by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/800
link to temporary Auto-FedRL repo by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/811
add 3rd party licenses by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/812
Update cert reading (getidentityinfo) and component (resource manager) by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/807
Simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/757
add apt_opt module by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/809
XGBoost Tree-based Example Refactor and Refine by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/799
Merged FOBS from 2.1 to dev by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/818
Added FOBS readme link to the doc by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/827
Add hello-xgboost example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/833
Remove collective communication codes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/835
Update issue templates by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/834
Fix client aux runner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/836
Added MsgPack to the setup.py by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/829
SimulatorRunner config for dev branch. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/817
Clean up xgboost example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/842
Schema of user/site/org/resource by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/708
Fix getconnectedclients in fladminapi by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/843
add monai integration by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/828
Fix delete operation by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/859
update readme simulator arguments by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/861
add CodeQL action by @YanxuanLiu in https://github.com/NVIDIA/NVFlare/pull/718
added holgerroth to trigger list by @YanxuanLiu in https://github.com/NVIDIA/NVFlare/pull/863
Re-factor hello-xgboost codes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/862
Fixed several issues in simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/850
Remove CORS because setting baseUrl to "" works by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/867
cherry-pick 2.2 changes into dev by @yhwen in https://github.com/NVIDIA/NVFlare/pull/868
Increase download_count for user and client whenever blob is downloaded by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/869
Fix wrong id during client blob download by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/871
Fix editing site name by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/873
Redirect / to /index.html by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/874
Dev authz integrate by @yhwen in https://github.com/NVIDIA/NVFlare/pull/856
Allow project admin to launch dashboard with passphrase to encrypt ro… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/875
sync 2.2 branch changes back to dev for CLI commands [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/837
Fix POC scripts and json files by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/877
dev_branch: fix POC command bug [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/881
Make taskrequestinterval and taskcheckperiod configurable by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/878
cherry-pick doc update (#787) by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/882
Create an empty local folder in admin during POC by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/886
sync 2.2 Fed Stats changes back to Dev branch [ skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/887
Fix gunicorn worker issue on role by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/889
Fed stats new logic [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/890
Add GPU resource consumer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/763
Fix hello-xgboost in secure mode by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/891
Minor improvements for dashboard by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/898
Integrate dashboard cli into nvflare cli by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/899
Fix app validator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/892
Fed stats privacy2 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/897
Fix ci/cd by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/900
Update admin api by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/902
Add user guide on dashboard api by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/903
Update hello tf2 headers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/901
add docs for front end of dashboard by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/908
Make task check period configurable in workflows by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/888
Add base resource manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/905
monai_nvflare update dependency versions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/907
Federated Analytics Conversion to Fed Stats + Visualization Bug fix + Fed Stats Spec update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/909
update README.md [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/911
Update model and cli for dashboard by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/916
update README.md [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/917
Add pip install optional extra [HE] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/920
wrap authz_preview into CLI [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/912
Use GPU 0 GPUResourceManager as default [gpu] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/910
Fed Stats Bug Fix [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/922
check None component for disabled component [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/925
Update dashboard cli to remove dashboard_image option [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/921
Add docker compose user guide [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/926
Fixes several problems found during authz testing [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/914
Fix mgpu executor by @yhwen in https://github.com/NVIDIA/NVFlare/pull/924
Add helm chart user guide [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/927
Add secure logging by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/919
accelerations for tree based federated xgboost by @eordentlich in https://github.com/NVIDIA/NVFlare/pull/885
v2.2 doc restructure, take 1 [skip ci] by @kkersten in https://github.com/NVIDIA/NVFlare/pull/928
Fix code format [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/930
convert to simulator with latest performance updates [skip ci] by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/933
Clean up utils and unify job constants usage by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/934
add sections for the docs changes needed for 2.2 [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/931
remove hello-monai and update hello-monai-bundle readme [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/938
Bump protobuf from 3.20.1 to 3.20.2 [skip ci] by @dependabot in https://github.com/NVIDIA/NVFlare/pull/929
Removed unused server_meta [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/935
Update hello-* example readme to use simulator [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/939
Switch to 2.2.1.devYYMMDD format for nightly build [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/940
Update information in dynamic provisioning document [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/943
Remove unused vars in datakind by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/937
Unit Tests for examples and README update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/932
consolidate xgboost example directories and add top level readme [skip ci] by @eordentlich in https://github.com/NVIDIA/NVFlare/pull/942
README.rst for app_opt/xgboost module [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/923
Add option to create non-ha project.yml template [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/947
Added filter to audit.log to exclude internal commands by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/948
Pre run [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/944
Changed decomposer unit test to run through whole FOBS [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/949
Remove the old provisioning UI and mentions of it from the docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/951
Add init.py to dashboard folder by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/952
Fix broken mprocess executor [skip ci] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/941
Clean up client engine specs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/906
Unify tree-based and histogram-based examples [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/945
add missing init.py file [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/954
add missing init.py file [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/955
Quick fix on import module [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/956
rename metric, metrics to static, statics for codes and doc [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/957
Add version arg to nvflare cli [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/958
add missing step in sequence diagram [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/960
Fix simulator package issue [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/962
update sequence diagram [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/961
Fixed the class_util for class import. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/959
Increase token timeout to 30 min by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/965
Fix real world fl docs reference [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/968
Change back server binding to "0.0.0.0" by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/969
Fix xgboost cyclic and move codes into app_opt [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/964
Add monai multi-gpu training example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/963
Remove unused parts in log.config [gpu] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/966
Add ListResourceConsumer to support ListResourceManager [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/970
Fix format issues [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/967
Simulator max clients by @yhwen in https://github.com/NVIDIA/NVFlare/pull/971
POC Update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/974
Few minor changes in Fed Stats [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/973
Change dashboard folder option to relative to current working directory [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/978
Added unit_test for Dashboard APIs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/975
Return 409 for conflict during creating / patching clients by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/984
Fixed the simulator relative workspace issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/985
fix a few bugs found by Yan by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/981
make fixes in docs for links, formatting, cleaning up [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/976
Run the Simulator in a separate process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/982
Redirect all 10 partial to .html files by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/983
Remove rounding when computing percent histogram [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/986
improve Fed stats filter [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/988
Fix server engine abortappon_server by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/989
more additions and updates to the docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/992
Moved the custom folder into local folder. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/987
Fixed simulator log overwrite. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/990
Allow user to show different plot_types in visualization [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/993
handle cases where server_runner is not ready with client's request -- Yan's code by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/997
Fix CTR-C to kill all child processes. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/994
Switch to XGBoost Communicator API by @rongou in https://github.com/NVIDIA/NVFlare/pull/996
Clean up authz by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/999
Clean up lighter project.yml and workspace docstring [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1000
Look for not authorized instead of Authorization Error when parsing by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/998
Removed the workspace object from snapshot. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1003
Fix xgboost histogram based issue [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1004
[CICD] add new members to trigger list of blossom-ci [skip ci] by @YanxuanLiu in https://github.com/NVIDIA/NVFlare/pull/1005
Add unit test for hello-pt custom code by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1006
add note in docs about running on CPU if invalid GPU IDs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1007
Use randomly generated string as SECRET_KEY if users do not set it by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1014
Fixed the haadmincmds. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1011
Fix info collect commands by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1001
Make heartbeat_timeout optional by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1009
Fixed overseer can not be shutdown_system issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1015
Changed the default max_jobs to 4. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1012
Add format checking on input of user email when dashboard first starts by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1017
Fix hello pt test issue [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1018
Check GPU number and memory only when specified number is not 0 by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1010
use spleen bundle version with multi-gpu eval by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1013
update APIStatus to return for delete running job by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1016
Replace 11 redirect responses with sendstaticfile by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1022
Consolidate the federated statistics documentation [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1020
Add fed authorization into integration tests [gpu] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/977
Add warning when docker is not available for dashboard [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1026
fix typing, fix issue of abort_task error by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1024
update example README.md & notebook [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1027
Provide hints when running nvflare.dashboard.cli or nvflare dashboard by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1025
Monai fed stats example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/972
Enhance job run status by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1023
set the peer_ctx to private. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1021
rename metrics to statistics [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1030
Convert prostate example from poc to simulator by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1002
Added federeated-policies example by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1028
fix bug when statistics are remove by statistics filter [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1031
Monai Fed Stats: Return and save pre-run results by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1034
Fix shutdown command when authz failed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1008
Default should be False and token is None [gpu] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1035
Update XGBoost API and examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1019
Docs updates [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1033
prelight_check update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1036
Fix shutdown command by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1037
fix error type for download_job authorization by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1041
update preflight_check.rst [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1039
Check nvidia-smi exists before using it by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1038
update provision message [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1042
update example README.md to include xgboost [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1043
Display proper not client authorized message [gpu] by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1040
fix status of response by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1045
Examples doc rst [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1044
Update Filter Document (RST) based on Yan's changes [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1048
Added defaults for simulator. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1046
Remove DistributionBuilder as provisioners can zip folders with their… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1052
Update/remove portions of provisioning_system.rst by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1053
log the sendtaskresult exception message. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1051
Fixed report_resources command by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/1056
more docs updates [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1055
Fix sqlalchemy version to avoid flask-sqlalchemy all issue. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1057
Update Brats example for simulator and poc mode by @Can-Zhao in https://github.com/NVIDIA/NVFlare/pull/1050
prostate - modify nvflare version for env preparation by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/1059
Fix bug due to the following if condition by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1060
Updated getting started guide to use FL Simulator [skip ci] by @kkersten in https://github.com/NVIDIA/NVFlare/pull/1058
update monai_nvflare version [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1061
Clean up and add more details to docs [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/1065
Update xgboost README [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1062
FIX BUG JIRA FLARE-774 by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1066
Remove snapshot_persistor [skip ci] by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1067
add new members to blossim-ci by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1064
Upgrade cifar10 example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1047
Fixed the simulator default settings. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1063
fix single channel default feature name [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1068
Check config for monai fed stats [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1069
Update cifar10 resource requirements [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1072
Allow GPUResourceManager/Consumer to handle float GPU memory by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1073
Fixed the simulator gpu option default message warning. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1074
Fixed thee CLI simulator CTR-C issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/1075
Fix missing num_* in the response of calling PATCH project by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/1076
NVFLARE README Update etc. [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1070
README UPDATE [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1077
update dashboard UI link [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1078
update by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1079
Update XGBoost pip version [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1082
Fix typo [skip ci] by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/1081
Update monai spleen example and monai_nvflare [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/1083
Dependency and README UPDATE [slip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/1087

New Contributors

@eordentlich made their first contribution in https://github.com/NVIDIA/NVFlare/pull/885
@dependabot made their first contribution in https://github.com/NVIDIA/NVFlare/pull/929
@rongou made their first contribution in https://github.com/NVIDIA/NVFlare/pull/996

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.1.1...2.2.1

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - 2.2.0

What's Changed

Fix the protobuf version to solve incompatibility by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/738
Update 2.1 ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/747
Replacing Pickle with FOBS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/746
Added msgpack to setup by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/756
Cherry-Pick changes to 2.2. for 1) Fed Stats 2) nvflare poc by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/780
MONAI-FL integration into 2.2 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/788
update submit model to follow monai convention by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/795
Simulator for 2.2.0 release by @yhwen in https://github.com/NVIDIA/NVFlare/pull/792
MONAI-FL add 3rd party licenses by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/797
Fed Statistic Updates for 2.2 branch by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/804
Fixed typos and return run status for simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/803
simulator nvflare CLI command by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/805
Monai_nvflare setup update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/820
setup the 2.2.0 nightly build version different from Dev branch [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/821
add missing init.py file [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/826
Fed stats 3 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/815
add nvflare command to 2.2 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/832
Addressed several QA issues. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/813
Optimize the SimulatorRunner config. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/816
add MONAI bundle persistor; update readme to include simulator commands by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/819
2.2 branch 1) move Fed stats example to store data outside POC workspace 2) rename nflare.py to cli.py [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/845
Fix simulator bug [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/846
add missing Init files [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/847
add make sure it can include log.config file in 2.2 wheel [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/852
Fix issue of error in fladdminapi_runner [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/841
2.2 branch Fix pytorch-ignite and monai version [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/854
2.2 fed stats simulator [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/855
Ported decomposer for OrderedDict from dev to 2.2 [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/853
update monai_nvflare dependecies by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/857
Update sim arguments in monai-fl example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/860
Fixed several issues in simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/848
Fixed the FLCommunicationError log error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/858
Fixed some log issues and a timing issue for CTR-C kill the simulator. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/866
[2.2 brach] nvflare simulator won't exit after run [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/870
2.2_Branch: fix POC command bug [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/879
Break the recursion in task result by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/880
Monai : Update monai to 1.0.0.rc2 and NVFLARE==2.2.0rc1 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/884
remove pytorch-ignite license [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/883

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.1.2...2.2.0

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - 2.2.0rc1

What's Changed

Fix the protobuf version to solve incompatibility by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/738
Update 2.1 ci by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/747
Replacing Pickle with FOBS by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/746
Added msgpack to setup by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/756
Cherry-Pick changes to 2.2. for 1) Fed Stats 2) nvflare poc by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/780
MONAI-FL integration into 2.2 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/788
update submit model to follow monai convention by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/795
Simulator for 2.2.0 release by @yhwen in https://github.com/NVIDIA/NVFlare/pull/792
MONAI-FL add 3rd party licenses by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/797
Fed Statistic Updates for 2.2 branch by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/804
Fixed typos and return run status for simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/803
simulator nvflare CLI command by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/805
Monai_nvflare setup update [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/820
setup the 2.2.0 nightly build version different from Dev branch [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/821
add missing init.py file [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/826
Fed stats 3 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/815
add nvflare command to 2.2 [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/832
Addressed several QA issues. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/813
Optimize the SimulatorRunner config. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/816
add MONAI bundle persistor; update readme to include simulator commands by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/819
2.2 branch 1) move Fed stats example to store data outside POC workspace 2) rename nflare.py to cli.py [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/845
Fix simulator bug [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/846
add missing Init files [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/847
add make sure it can include log.config file in 2.2 wheel [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/852
Fix issue of error in fladdminapi_runner [skip ci] by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/841
2.2 branch Fix pytorch-ignite and monai version [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/854
2.2 fed stats simulator [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/855
Ported decomposer for OrderedDict from dev to 2.2 [skip ci] by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/853
update monai_nvflare dependecies by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/857
Update sim arguments in monai-fl example [skip ci] by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/860
Fixed several issues in simulator by @yhwen in https://github.com/NVIDIA/NVFlare/pull/848
Fixed the FLCommunicationError log error. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/858
Fixed some log issues and a timing issue for CTR-C kill the simulator. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/866
[2.2 brach] nvflare simulator won't exit after run [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/870
2.2_Branch: fix POC command bug [skip ci] by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/879
Break the recursion in task result by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/880

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.1.2...2.2.0rc1

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - Update dependency to fix protobuf version incompatibility

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - Minor fixes

Please check this document for more information.

What's Changed

Remove last number of version in doc content by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/687
Merged security fix to admin conn by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/688

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.1.1...2.1.2

- Python
Published by IsaacYangSLA over 3 years ago

nvflare - NVFlare 2.1 Release

Please see the document for more details.

What's Changed

Fix createanalyticdxo method calling by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/141
Fix poc permission by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/143
Add protection to prevent loop stream logging. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/146
Remove the log streaming codes. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/159
Enhanced the client_runner to handle the abort command, return Return… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/161
Enhanced the DXO data and meta default to empty dict. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/169
added hello-pt-tb example with Learner API and tb streaming by @SYangster in https://github.com/NVIDIA/NVFlare/pull/166
Fix issue 156 on numpy default casting by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/172
Coding style by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/171
add aggregation helper class by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/165
Add to the documentation to clarify about specific cases by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/175
Fix private/fed/server docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/174
Improve docstrings and coding style for fuel by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/176
Private docstring fixes by @yhwen in https://github.com/NVIDIA/NVFlare/pull/181
Standardize error messages by @SYangster in https://github.com/NVIDIA/NVFlare/pull/178
Update admin client command line interface to based on AdminAPI by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/162
Fixe crossvalidation locatemodel should ony return the model weight… by @yhwen in https://github.com/NVIDIA/NVFlare/pull/186
Fix CredentialType by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/188
improve docstrings for apis and widgets by @SYangster in https://github.com/NVIDIA/NVFlare/pull/187
Fix show_stats command by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/191
Fix all issues of isort/black after including nvflare/private folder by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/154
Add default FL app validator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/179
Fix admin shutdown client issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/194
Add information in documentation to help explain fed events by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/195
Fix full model shareable generator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/196
Quit admin after timeout dev by @SYangster in https://github.com/NVIDIA/NVFlare/pull/244
HA: overseer/overseeragent/overseeragentapp/overseeragent_gui by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/246
Ha support by @yhwen in https://github.com/NVIDIA/NVFlare/pull/261
add dummy overseer agent by @SYangster in https://github.com/NVIDIA/NVFlare/pull/262
adding filesystem and s3 storage and persistor implementations by @SYangster in https://github.com/NVIDIA/NVFlare/pull/255
updated cli.py to enable HA. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/263
remove old nfsstorage (filesystemstorage works for nfs) by @SYangster in https://github.com/NVIDIA/NVFlare/pull/264
Dev 2.1 cli change by @yhwen in https://github.com/NVIDIA/NVFlare/pull/265
Support HA in POC. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/270
Add initialize by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/267
Add json files and update templates by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/271
Fix poc client start by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/272
get open port for client_executor. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/275
Minor changes to master-template.yml to support older versions of bash by @kkersten in https://github.com/NVIDIA/NVFlare/pull/278
Update with fed_admin config by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/274
Change fladmin launch script to use fedadmin.json config for poc mode by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/283
update fedadminHA.json in poc to not use SSL by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/284
Update dev by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/285
Fix intime accumulated aggregators and add tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/288
Change log levels for some logs in private by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/289
Fix license issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/287
support SAG HA. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/290
Bugfix HE aggregator by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/292
Fix isort/black/flake8 issues and CI/CD by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/296
Add props to SP dataclass by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/304
Persist wfindex in serverrunner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/305
make task name configurable by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/254
Refactor overseer_agent to AdminAPI from cli, add ha commands by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/302
Enable poc command in 'pip install -e .' environment. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/318
support data kind WEIGHTS in HE by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/326
Fix setrunnumber for snapshot restore. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/312
Clean up communicator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/315
Re-organise widgets and handlers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/309
Fix FLComponent docstring typo by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/329
Add event_type to AnalyticsSender by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/330
disable byoc in provisioning by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/327
Clean up codes in nvflare/private/fed/app by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/286
add storage tests by @SYangster in https://github.com/NVIDIA/NVFlare/pull/325
Add persist/restore to cyclic workflow by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/331
Initial checkin of code with job management and admin commands by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/332
343 fixes svt_privacy by @wyli in https://github.com/NVIDIA/NVFlare/pull/348
Improve fed_(server|client).json readability by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/347
Storage improvements by @SYangster in https://github.com/NVIDIA/NVFlare/pull/341
move job def related into apis, and add get_apps by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/350
Fix persistable docstring by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/351
Remove pickle dump/load calls from handling signature file by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/361
Show warning after running poc command by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/363
Rename study to project in all files in lighter by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/365
Runner process by @yhwen in https://github.com/NVIDIA/NVFlare/pull/369
Make study spec consistent with study tool by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/359
study manager by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/368
Add study config user app by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/345
Requires implementation of fire_event method for ServerEngineSpec by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/352
Fix import issues by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/373
Yaml loader known to unsafe. Switch to yaml's safe_loader to reduce … by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/380
Fix some uncaught yaml loader codes. Replace them with safe_load by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/383
Remove refresh api as it wipes out all records. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/385
Fix a few issues on study manager by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/375
removed pickle from storage by @SYangster in https://github.com/NVIDIA/NVFlare/pull/381
Remove pickle from job commands by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/382
Update docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/390
Multi run support by @yhwen in https://github.com/NVIDIA/NVFlare/pull/388
add to docstrings and add method to get app content from Job by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/394
Fix job def and manager specs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/396
fix upload and download job commands, add clone_job by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/397
fixes the issue with keys in meta not being str by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/399
Add Job scheduler by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/400
update the commands in the FLAdminAPI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/401
Fix gunicorn cert issues by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/402
Fix docstrings by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/408
The privilege yaml file must be signed and loaded by secure content s… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/403
Add system state into overseer reply. by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/410
Re-factor unit test's folder by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/405
Scheduler integration by @yhwen in https://github.com/NVIDIA/NVFlare/pull/411
Added init.py, made the ABORT command invisible. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/413
Added components for poc mode. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/414
Enable components in fed_server.json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/404
keep running clients for job. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/417
Fix exception messages by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/415
Fix store in study manager as it's now a component by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/418
Replace pickle in state persistence in provision cert with json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/412
Fix error when running provision with different overseer by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/409
Added snapshot write lock. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/419
Update CI/CD requirements and tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/376
Add a new entry in fed_server.json by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/420
Add coverage report to unit test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/421
Fixed the crosssitevalidation for multi_run. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/422
Add required section for server to start normally in provision (secure) mode by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/424
Add default env var PYTHONPATH if it is not set by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/426
Enhance error message reporting by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/425
Admin command jobs for multi-jobs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/431
Update hello-numpy-sag from app to job structure and update docs by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/430
Fixed relative path problem with submit_job by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/433
Update integration test cases by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/429
FLARE-128: Allow missing/empty study_name by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/435
Update commands by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/432
Clean up fuel/hci/server/login.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/441
Fix typos by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/439
FLARE-136: Fixed the exception in list_jobs when study is None by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/445
Tests run with PASSED by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/427
Remove result processor by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/440
Clean up job scheduler, resource manager, and resource consumers by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/436
Remove tee in sub_start.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/447
Add to FLAdminAPI, fix FLAdminAPI runner by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/443
Add Ditto helper to app_common, update prostate example learners by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/437
fix issue of admin API not having poc_key in poc mode by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/449
clean up experience with admin client for poc mode by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/450
Move job scheduler from private to app_common by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/451
Log separation by @yhwen in https://github.com/NVIDIA/NVFlare/pull/446
Enhance Job_runner logging. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/453
Not allow shutdown while still jobs running. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/454
Fixed codestyle. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/457
Enable read the docs build by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/458
Fix integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/455
Add a white space to log info when deploying an application by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/459
update FLAdminAPI runner by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/456
Add back HA test cases by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/460
Update storage and tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/448
Fixed the missing minsites and requiredsites for Job. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/461
Generate jws-like compact serialized study info by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/444
Update cifar10 data setup procedure in integration tests apps by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/464
Remove wrong params local_logging by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/465
Wait for admin login by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/463
Changed the job scheduler to use event. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/468
Only persist the FLComponent snapshot. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/469
Added SecurityContentService for runner_process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/473
Add flask and gunicorn by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/471
Add PyJWT license by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/481
Update study def and study manager to fit study cli and all required … by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/480
Clean up server deployer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/479
Clean up server engine internal spec by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/478
Clean up training cmds by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/477
Clean up server runner by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/476
Clean up fed server by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/475
add HA specific commands to FLAdminAPI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/474
Add junitxml to unit test and update exclude var test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/483
Update job scheduler and add unit tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/472
Update install requires by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/482
Update setup.py for release by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/423
Support abs path and sort list_jobs result by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/467
To support Tensor used in the model weights for cross_validation. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/486
Add unittests for lighter project class by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/488
sync clients in runner_proess. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/487
FLARE-197: Fixed the problem with empty deploy_map by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/494
Add unittest cases on lighter Participant class by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/491
Ensure the job exit for abort_job. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/496
Added a missing check in. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/499
Update dummy oa by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/500
Update fed analysis example to 2.1 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/495
cifar10 example update for 2.1 by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/497
Fix the list_sp index issue by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/503
Fix DummyOverseerAgent overseerinfo and splist by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/504
Added job FAILEDTORUN status. Changed the multi-run run_number format. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/492
use makedirs to auto make intermediate folders if needed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/505
Enchanced the file storage write process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/502
Fix list resource manager and add tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/485
Modify existing premerge CI to runs-on temp-ci label by @pxLi in https://github.com/NVIDIA/NVFlare/pull/507
Enhance filesystem_storage file writting. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/509
CIFAR-10 example: update readme and utility scripts by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/511
Move example np codes into app_common by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/510
Restructure integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/470
Update 2.1 docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/498
Add hello examples into CI integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/513
Init blossom-ci workflow by @pxLi in https://github.com/NVIDIA/NVFlare/pull/517
Fix event recorder by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/515
Fix np codes by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/514
update provisioning helper ui to work for 2.1.0 release by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/522
Clean up CI integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/516
Blossom test by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/523
Rewrote job validation and added test cases by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/520
Updatedd the abort_task command usage. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/489
pass the SP target info to the client process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/528
Add license files for tools needed for prostate by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/525
Update readme by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/526
Fix client not online deploy error by @yhwen in https://github.com/NVIDIA/NVFlare/pull/529
Removed studies from submitjob and listjobs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/532
Removed study_name from meta.json for all examples by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/534
address issues from QA by adding to docs, removing delete_job by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/530
remove study from docs and provisioning UI to match project.yml updates by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/536
Change the default value of ignoreresulterror in SAG workflows by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/535
Remove Study-related info from lighter/apis/poc/setup.py/requirements… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/533
Snapshot concurrent persist by @yhwen in https://github.com/NVIDIA/NVFlare/pull/512
Heartbeat jobs by @yhwen in https://github.com/NVIDIA/NVFlare/pull/524
Changed to use ClientEngineSpec for type hint. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/537
Added mock package. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/541
Add shutdown system admin api by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/543
Remove study manager from cifar10 example by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/542
Add additional datasets with preprocess and testing for prostate example by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/452
Add a helper function to overseer agent by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/544
cifar-10: update poc multi-task instructions by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/550
add validation for shutdown_system by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/548
Enable Overseer shutdown system command. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/547
Fixed the issue abort_job command could not abort all running jobs. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/549
Update HE exception message by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/552
Update integration tests for HA by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/540
CIFAR-10: use exact match to find run by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/551
Update plottensorboardevents.py by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/554
Change tmp path under tmp/nvflare by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/531
Set dummy info in both init and initialize methods (to overcome a… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/557
Limit # of servers to 2 at most by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/555
Remove minio server in test scripts and fix format issues by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/556
Fixed the missing client after running the system for a while. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/559
Update supervised_learner.py by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/560
Add overseer integration tests by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/493
logout from admin api after submitting job by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/565
Update plottensorboardevents.py by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/564
Remove minio by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/568
add check to throw exception if Python version is >= 3.9 by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/567
Sort the jobs in scheduler based on submit time by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/566
remove study store in cifar10 example project by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/569
Job validator addition checks by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/546
Update hello-pt and hello-pt-tb example by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/561
fix issue with FLAdminAPI stalling by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/572
Add execution exception status to a job by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/558
Remove reference implemenation of sql/redis stores from nvflare.ha.ov… by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/573
Remove S3 storage unit test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/574
Add set -e to integration test script by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/577
runtests scripts refactoring by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/571
Split snapshot file by @yhwen in https://github.com/NVIDIA/NVFlare/pull/582
Update project.yml by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/585
update hello-monai README.md by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/584
added 30 seconds delay to terminate the child process. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/579
Fix handling of config exception during job running by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/580
revise wording of validation for show_stats by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/588
add tests for running through FLAdminAPI commands by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/581
Fix snapshot persistor with storage by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/589
hide download commands with issues that will be worked on in next rel… by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/590
Added authz for submitjob and listjobs by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/587
Init pre-merge scripts by @YanxuanLiu in https://github.com/NVIDIA/NVFlare/pull/527
Update cifar10 project file by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/586
avoid swallow exception by @chesterxgchen in https://github.com/NVIDIA/NVFlare/pull/591
Fixed the snapshot log path info. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/592
Remove restriction of create inside preexisting in storage by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/595
Add cancelled resources to front by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/594
Update jobs storage location in cifar-10 project by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/598
Use PCIBUSID as CUDADEVICEORDER in GPUResourceConsumer by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/596
Support @ALL in site lists of deploy_map by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/599
fixed the aux communication error under load. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/603
dev-2.1 docs restructure by @kkersten in https://github.com/NVIDIA/NVFlare/pull/601
Support @ALL in authz_func by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/606
hide command scope on CLI interface to reduce confusion by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/605
Fixed the abort_job random EOFError. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/597
Fix job schedule and deploy with @ALL by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/607
cherrypick the monitor parent process exit to dev-2.1. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/610
Fix resource manager by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/604
fix links, add information to docs raised from QA by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/609
Added proper system shutdown to avoid random Bad file descriptor errors. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/611
update provisioning ui to generate updated project.yml by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/593
Created test-cases for authorization by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/615
fix shutdown_system command by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/612
Fix resource manager clean up thread calling by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/613
add HA integration tests with 2 servers by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/616
Fix check client replies by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/620
Corrected authorization behavior for abort_job and added test cases by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/622
cifar-10: don't set cuda visible devices by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/617
Add specific versions to requirements-min.txt by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/621
Fix abort job when server execution exception by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/623
fixed jobs run race condition issue. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/624
Treat several messages as NON-ERROR execution by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/627
Refactor Brats to 2.1 by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/563
Fixed the run_number type hint. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/632
Fix a situation where server start success but client start failed by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/630
fed_analysis: support new dataset with added masks by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/633
make additions in docs to address various issues by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/635
Fix admin logout issue when overseer is dead by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/628
Enhanced the child_process logging. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/637
Enhance the abort_train with retry. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/634
Add missing import by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/639
Fix unit test run number issue by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/640
dev-2.1 docs update - overview, examples, programming guide by @kkersten in https://github.com/NVIDIA/NVFlare/pull/642
Update job meta validator test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/644
cifar-10: Use unique dir for datasplits by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/643
Fix issue #638 by removing DistributionBuilder by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/645
Deprecate accumulate weighted aggregator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/647
Remove fl_ctx in init method of job meta validator by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/646
update links in the examples to the location for 2.1.0 docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/641
Show better messages to users when starting overseer in POC mode by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/650
Enable per participant component specification by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/651
Replace runnumber with jobid in most occurrences by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/654
Added support for name in meta.json by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/653
Fix hello examples by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/656
Add new test case to security unit test by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/652
Clean up secure content check method by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/648
Remove overseer from poc by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/658
Save job workspace by @yhwen in https://github.com/NVIDIA/NVFlare/pull/655
import mock from unittest by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/661
Added back deletejob command, removed the deleteworkspace command. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/662
update runnumber to jobid in examples by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/657
CIFAR-10: add download job instructions and plot downloaded results by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/667
update cifar-10 project file by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/666
fedanalysis example: use downloadjob command; don't specify cuda devices by @holgerroth in https://github.com/NVIDIA/NVFlare/pull/669
Fix integration tests by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/663
Add downloadjoburl to project.yml and template by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/671
Delete job command enhance by @yhwen in https://github.com/NVIDIA/NVFlare/pull/670
Improve response on poc command by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/664
make commands consistent with updates for FLAdminAPI and docs by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/665
update links for 2.1.1 by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/668
Use custom StorageException instead of RuntimeError by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/672
Remove some unused rights from master template yaml file by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/675
Add unit test for fuel/hci/zip_utils.py by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/659
Readme updates on brats and prostate by @ZiyueXu77 in https://github.com/NVIDIA/NVFlare/pull/673
Unregister client itself when client shutdown by stop_fl.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/674
Revert stopfl.sh PR and add warnings when users run stopfl.sh by @IsaacYangSLA in https://github.com/NVIDIA/NVFlare/pull/679
update provisioning UI by @nvkevlu in https://github.com/NVIDIA/NVFlare/pull/678
Update example access result part and update documentation by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/681
Added run_duration for the job. by @yhwen in https://github.com/NVIDIA/NVFlare/pull/680
Removal of download_folder and env and security fix for ls by @nvidianz in https://github.com/NVIDIA/NVFlare/pull/682
Remove env command in doc by @YuanTingHsieh in https://github.com/NVIDIA/NVFlare/pull/683

New Contributors

@kkersten made their first contribution in https://github.com/NVIDIA/NVFlare/pull/278
@wyli made their first contribution in https://github.com/NVIDIA/NVFlare/pull/348
@chesterxgchen made their first contribution in https://github.com/NVIDIA/NVFlare/pull/546
@YanxuanLiu made their first contribution in https://github.com/NVIDIA/NVFlare/pull/527

Full Changelog: https://github.com/NVIDIA/NVFlare/compare/2.0.6...2.1.1

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Published by IsaacYangSLA over 3 years ago

nvflare -

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Published by IsaacYangSLA almost 4 years ago

nvflare -

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Published by IsaacYangSLA almost 4 years ago

nvflare -

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nvflare -

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Published by IsaacYangSLA about 4 years ago

nvflare -

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Published by IsaacYangSLA about 4 years ago