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v1.4

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@kisonho kisonho released this 05 May 14:32
· 12 commits to main since this release
v1.4
9d0731c

API updates:

  • Add dynamic parallel type for losses.ParallelLoss
  • Add mapping model support for checkpoint
  • Add specific data loader type to data.batched wrapper function
  • Deprecated Python 3.9
  • Introducing abstract base configurations configs.BaseConfigs, base managers including BaseTestingManager (abstract test_step) and BaseTrainingManager (abstract train_step), and abstract base losses and metrics (losses.BaseLoss and metrics.BaseMetric)
  • Introducing metrics.AccumulativeFeatureMetric as an abstract metrics for accumulative support metrics
  • Introducing metrics.CosineSimilarity, metrics.KID, and metrics.MS_SSIM
  • Introducing CkptConvertable protocol
  • Introduce optimize function to optimize the model
  • Metrics now accepts non-dictionary input and target when target is given
  • Moved zero gradients to optimize function in training manager
  • The metrics.FID now inherits metrics.AccumulativeFeatureMetric for accumulative support

Other updates:

  • Logger improved
  • Minor bugs fixed
  • Performance improved
  • Typing improvement
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