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Catalyst 21.08
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@Scitator Scitator released this 31 Aug 07:53
· 108 commits to master since this release
v21.08
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Learn about vigilant mode.

[21.08] - 2021-08-31

Added

  • RecSys loss functions: AdaptiveHingeLoss, BPRLoss, HingeLoss, LogisticLoss, RocStarLoss, WARPLoss (#1269, #1282)
  • object detection examples (#1271)
  • SklearnModelCallback (#1261)
  • Barlow Twins example (#1261)
  • TPU/XLA support (#1275)
  • native sync_bn support for all available engines (#1275)
    • Torch, AMP, Apex, FairScale

Changed

  • Registry moved to hydra-slayer (#1264))
  • (#1275)
    • batch metrics sync removed from ddp-runs to speedup training process
    • AccumulationMetric renamed to AccumulativeMetric
      • moved from catalyst.metrics._metric to catalyst.metrics._accumulative
      • accululative_fields renamed to keys

Removed

Fixed

  • PeriodicLoaderCallback docsting (#1279)
  • matplotlib issue (#1272)
  • sample counter for the loader (#1285)

Contributors ❤️

@bagxi @Casyfill @ditwoo @Nimrais @penguinflys @sergunya17 @zkid18

Contributors

Casyfill, ditwoo, and 5 other contributors
Assets 2
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