Deci-AI/super-gradients: 3.0.8

What's Changed

• Feature/sg 609 add ddp readme by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/662
• Removed enable_onnx_checker from export to be compatible with torch 1.11+ by @spsancti in https://github.com/Deci-AI/super-gradients/pull/684
• Feature/sg 614 ema docs by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/682
• Improve DeciClient code readability by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/649
• Feature/sg 654 add optimizer by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/687
• Feature/sg 631 add registry collate funcs samplers by @eran-deci in https://github.com/Deci-AI/super-gradients/pull/668
• add sg_logger registry by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/685
• Data tutorial by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/663
• add clearml & wandb by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/670
• Feature/sg 592 classification example doc by @eran-deci in https://github.com/Deci-AI/super-gradients/pull/686
• Feature/sg 597 model readme by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/679
• PhaseCallbacks.md by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/690
• Add AMP tuto by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/691
• Bugfix/INFRA-1707_fixing-docker-publish by @strelok899 in https://github.com/Deci-AI/super-gradients/pull/683
• Rename filename to remove : symbol by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/694
• Optimizer readme by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/680
• created external model example MD file with images by @eran-deci in https://github.com/Deci-AI/super-gradients/pull/692
• Rename file to not have semicolon by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/698
• DDRNet39 module and cityscapes results by @lkdci in https://github.com/Deci-AI/super-gradients/pull/637
• Feature/sg 000 mapillary dataset by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/594
• Fixes- checkpoint loading by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/700
• registered custom stdc by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/701
• Feature/sg 661 fix type factory import error by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/696
• fix the way unet loads params + some recipe facory strings by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/695
• Added qat_from_recipe script by @spsancti in https://github.com/Deci-AI/super-gradients/pull/659
• Feature/sg 606 lr scheduling tutorial by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/706
• PPYolo-E by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/643
• Feature/sg 647 checkpoints tutorial by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/703
• Support evaluate_from_recipe when working with pretrained_weight by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/712
• Feature/sg 550 support checkoints without init by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/639
• Feature/sg 572 pose estimation loss function by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/709
• Fix AccessCounterMixin by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/705
• Fix mapilliary_dataset yaml by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/716
• added docs on PTQ and QAT by @spsancti in https://github.com/Deci-AI/super-gradients/pull/711
• Feature/sg 678 centralize and improve how SG loads cfg from yaml by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/715
• Add Troubleshooting md by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/699
• Feature/sg 591 basic toolkit by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/718
• installation tutorial by @ofrimasad in https://github.com/Deci-AI/super-gradients/pull/721
• KD.md by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/713
• added an option to use context module as part of unet classification by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/708
• Feature/sg 636 pose estimation metrics by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/717
• Fix filename typo by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/697
• UNet aux heads customization by @lkdci in https://github.com/Deci-AI/super-gradients/pull/728
• add crowd to recipes by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/724
• Update the way we load config file with DeciClient by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/714
• Add "resume" option when resuming DeciPlatformClient by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/702
• Introduce transfer_weights and StrictLoad.KEY_MATCHING mode by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/733
• Fix the case when strict value could be just a boolean variable. by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/734
• Feature/sg 574 pose estimation model by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/727
• Set load_backbone=False in QATTrainer by @spsancti in https://github.com/Deci-AI/super-gradients/pull/738
• welcome to the family by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/737
• Channel wise distillation by @lkdci in https://github.com/Deci-AI/super-gradients/pull/731
• fix: Center detection affine by @yurkovak in https://github.com/Deci-AI/super-gradients/pull/741
• feature: Add DetectionStandardize by @yurkovak in https://github.com/Deci-AI/super-gradients/pull/742
• Feature/sg 564 explicit how to adapt dataset to SG by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/732
• root in regression tests updated by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/745
• Feature/sg 576 add regression tests by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/739
• Bug/sg 689 pre prediciton callback override bug by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/749
• Feature/quantizable stdc by @spsancti in https://github.com/Deci-AI/super-gradients/pull/599
• Overwrite dataset params properly by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/748
• Feature/sg 691 register losses dynamically by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/740
• Feature/sg 680 lion optimizer by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/750
• Pose estimation docs by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/753
• Feature/infra 1746 adding cloud running ci by @strelok899 in https://github.com/Deci-AI/super-gradients/pull/747
• Feature/sg 684 benchmark ppyoloe by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/743
• add params to get_params by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/726
• Added calib_dl, reset_calibrators and switch for augs by @spsancti in https://github.com/Deci-AI/super-gradients/pull/752
• Feature/sg 672 add onnx simplifier by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/755
• unet binary segmentation example by @lkdci in https://github.com/Deci-AI/super-gradients/pull/756
• Feature/sg 544 docker docs by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/720
• inputsize passed to prep model for conversion by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/751
• Feature/infra 0000 updating sg test docker version by @strelok899 in https://github.com/Deci-AI/super-gradients/pull/759
• Feature/sg 620 improve contributing md by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/729
• Feature/sg 635 fix dataloader multiprocessing by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/757
• Fix requirements by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/761
• fix strict_load not being passed in evaluate_from_recipe by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/764
• Remove InfiniteSampler from base configs for COCO by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/768
• Feature/sg 704 pose estimation base model by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/758
• fixed import by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/772
• Added time factor to pre launch callback - batch size selector by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/763
• Minor fixes and changes on detection dataset by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/776
• fix models init by @ofrimasad in https://github.com/Deci-AI/super-gradients/pull/775
• model zoo by @ofrimasad in https://github.com/Deci-AI/super-gradients/pull/725
• New Transforms: DetectionPadToSize, DetectionImagePermute by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/780
• modelzoo link fix in readme.md by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/784
• Improve test for KeypointsRandomAffineTransform by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/781
• Moving module_utils from super_gradients/training/utils to super_gradients/modules by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/774
• fix: Prevent a wrong warning by @yurkovak in https://github.com/Deci-AI/super-gradients/pull/779
• Feature/sg 691 register dynamically metrics and datasets by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/744
• fix: Correct albumentations import log by @yurkovak in https://github.com/Deci-AI/super-gradients/pull/787
• Feature/sg 729 abstract cocodataset by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/777
• Ensure that we have imported_albumentations_failure variable before u… by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/788
• Add entry point train_from_recipe by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/771
• Feature/sg 737 register model in deci plat by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/770
• Feature/alg 1132 od md by @yurkovak in https://github.com/Deci-AI/super-gradients/pull/789
• wellcome page by @ofrimasad in https://github.com/Deci-AI/super-gradients/pull/730
• Feature/sg 700 fix params format - Part 1 by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/767
• Fix incorrect tensor type & device when entire batch has no targets by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/796
• Allow activation factory type to take resolved type as input by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/797
• Feature/sg 700 fix params format part2 by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/792
• Feature/sg 700 fix params format part3 by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/794
• Feature/sg 713 ppyolo L & X models to model zoo by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/798
• Upload checkpoints to platform by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/799
• Update regnet.py by @eran-deci in https://github.com/Deci-AI/super-gradients/pull/786
• fix image in welcome by @ofrimasad in https://github.com/Deci-AI/super-gradients/pull/800
• fixed broken import by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/805
• pose estimation wrong config name in sanity test fixed by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/806
• added pose estimation run to accuracy test by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/808
• fixed yaml name by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/809
• fixed version by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/810
• COMMENTED OUT PE TEST by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/811
• Fix YoloX loss to handle negative batch correctly by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/812

• @eran-deci made their first contribution in https://github.com/Deci-AI/super-gradients/pull/668

Full Changelog: https://github.com/Deci-AI/super-gradients/compare/3.0.7...3.0.8