What's Changed Added class balancing sampler by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/1865 Added hydra len resolver by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/1903 Added support for segmentation models to support .export() by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1860 Install pytorch-quantization on demand by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1908 Refactor internals of model.export() to reduce amount of duplicate code by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1915 Added support for VOC format detection dataset class by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1910 Removed unsused pyparsing by @AlanBlanchet in https://github.com/Deci-AI/super-gradients/pull/1924 Fix the logic how number of calibration batches are computed in PTQ to match the documentation by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1918 Fixed overflows in model calibration in PTQ by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1927 Fixed a crash if experiment directory does not exists by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1930 Increase efficiency of Mixup & Mosaic augmentations by querying additional samples only when needed by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/1897 Added Trainer.evaluate_from_config to align with Trainer.train_from_config by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/1904 Added batch_size to ExportResult by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1931 Feature/sg 000 support xml annotations for pascal by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1933 Fix num channels check by @spsancti in https://github.com/Deci-AI/super-gradients/pull/1934 Fixed a bug in visualization of the worst batch for OD task by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1936 Added validation step before resuming when failing to fetch the metric to watch by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1932 Unwrap when deprecating decorated methods by @NatanBagrov in https://github.com/Deci-AI/super-gradients/pull/1942 Updated version by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1943 New Contributors @AlanBlanchet made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1924 Full Changelog: https://github.com/Deci-AI/super-gradients/compare/3.6.1...3.7.0