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 New Contributors @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.