[21.06] - 2021-06-29
Added
- (#1230)
- FairScale support
- DeepSpeed support
utils.ddp_sync_run function for synchronous ddp run- CIFAR10 and CIFAR100 datasets from torchvision (no cv-based requirements)
- Catalyst Engines demo
dataset_from_params support in config API (#1231)- transform from params support for config API added (#1236)
- samplers from params support for config API added (#1240)
- recursive registry.get_from_params added (#1241)
- albumentations integration (#1238)
- Profiler callback (#1226)
Changed
- (#1230)
- loaders creation now wrapper with
utils.ddp_sync_run for utils.ddp_sync_run data preparation
- runner support stage cleanup: loaders and callbacks will be deleted on the stage end
- Apex-based engines now support both APEXEngine and ApexEngine registry names
Fixed
- multiprocessing in minimal tests hotfix (#1232)
- Tracing callback hotfix (#1234)
- Engine hotfix for
predict_loader (#1235)
- (#1230)
- Hydra hotfix due to
1.1.0 version changes
HuberLoss name conflict for pytorch 1.9 hotfix (#1239)
Contributors ❤️
@bagxi @y-ksenia @ditwoo @BorNick @Inkln
