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Bump catalyst[cv] from 20.7 to 21.4.1 in /requirements #62

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Bumps catalyst[cv] from 20.7 to 21.4.1.

Release notes

Sourced from catalyst[cv]'s releases.

Catalyst 21.04.1

  • a small hotfix for catalyst.contrib module

Catalyst 21.04

[21.04] - 2021-04-17

Added

  • Nifti Reader (NiftiReader) (#1151)
  • CMC score and callback for ReID task (ReidCMCMetric and ReidCMCScoreCallback) (#1170)
  • Market1501 metric learning datasets (Market1501MLDataset and Market1501QGDataset) (#1170)
  • extra kwargs support for Engines (#1156)
  • engines exception for unknown model type (#1174)
  • a few docs to the supported loggers (#1174)

Changed

  • TensorboardLogger switched from global_batch_step counter to global_sample_step one (#1174)
  • TensorboardLogger logs loader metric on_loader_end rather than on_epoch_end (#1174)
  • prefix renamed to metric_key for MetricAggregationCallback (#1174)
  • micro, macro and weighted aggregations renamed to _micro, _macro and _weighted (#1174)
  • BatchTransformCallback updated (#1153)

Removed

  • auto torch.sigmoid usage for metrics.AUCMetric and metrics.auc (#1174)

Fixed

  • hitrate calculation issue (#1155)
  • ILoader wrapper usage issue with Runner (#1174)
  • counters for ddp case (#1174)

v21.03.2

Fixed

  • minimal requirements issue (#1147)

v21.03.1

[21.03.1] - 2021-03-28

Added

  • Additive Margin SoftMax(AMSoftmax)(#1125)
  • Generalized Mean Pooling(GeM)(#1084)
  • Key-value support for CriterionCallback (#1130)
  • Engine configuration through cmd (#1134)
  • Extra utils for thresholds (#1134)
  • Added gradient clipping function to optimizer callback (1124)

... (truncated)

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@dependabot-preview dependabot-preview bot added the dependencies Pull requests that update a dependency file label Apr 20, 2021
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Superseded by #64.

@dependabot-preview dependabot-preview bot deleted the dependabot/pip/requirements/catalyst-cv--21.4.1 branch May 3, 2021 05:48
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