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Bumps catalyst[cv] from 20.7 to 21.6.

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Sourced from catalyst[cv]'s releases.

Catalyst 21.06

[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

Catalyst 21.05

[21.05] - 2021-05-31

Added

  • Reinforcement learning tutorials (#1205)
  • customization demo (#1207)
  • FAQ docs: multiple input and output keys, engine tutorial (#1202)
  • minimal Config API example (#1215)
  • Distributed RL example (Catalyst.RL 2.0 concepts) (#1224)
  • SklearnCallback as integration of sklearn metrics (#1198)

... (truncated)

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@dependabot-preview dependabot-preview bot added the dependencies Pull requests that update a dependency file label Jun 30, 2021
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Superseded by #67.

@dependabot-preview dependabot-preview bot deleted the dependabot/pip/requirements/catalyst-cv--21.6 branch July 30, 2021 05:50
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