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@wyli wyli released this 01 Jun 20:50
· 2043 commits to dev since this release
0.5.3
d78c669
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Learn about vigilant mode.

Changed

  • Project default branch renamed to dev from master
  • Base Docker image upgraded to nvcr.io/nvidia/pytorch:21.02-py3 from nvcr.io/nvidia/pytorch:21.04-py3
  • Enhanced type checks for the iteration_metric handler
  • Enhanced PersistentDataset to use tempfile during caching computation
  • Enhanced various info/error messages
  • Enhanced performance of RandAffine
  • Enhanced performance of SmartCacheDataset
  • Optionally requires cucim when the platform is Linux
  • Default device of TestTimeAugmentation changed to cpu

Fixed

  • Download utilities now provide better default parameters
  • Duplicated key_transforms in the patch-based transforms
  • A multi-GPU issue in ClassificationSaver
  • A default meta_data issue in SpacingD
  • Dataset caching issue with the persistent data loader workers
  • A memory issue in permutohedral_cuda
  • Dictionary key issue in CopyItemsd
  • box_start and box_end parameters for deepgrow SpatialCropForegroundd
  • Tissue mask array transpose issue in MaskedInferenceWSIDataset
  • Various type hint errors
  • Various docstring typos

Added

  • Support of to_tensor and device arguments for TransformInverter
  • Slicing options with SpatialCrop
  • Class name alias for the networks for backward compatibility
  • k_divisible option for CropForeground
  • map_items option for Compose
  • Warnings of inf and nan for surface distance computation
  • A print_log flag to the image savers
  • Basic testing pipelines for Python 3.9
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