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wyli
released this
24 Oct 17:54
Fixes
DiceCELoss for multichannel targets
Auto3DSeg DataAnalyzer out-of-memory error and other minor issues
An optional flag issue in the RetinaNet detector
An issue with output offset for Spacing
A LoadImage issue when track_meta is False
1D data output error in VarAutoEncoder
An issue with resolution computing in ImageStats
Added
Flexible min/max pixdim options for Spacing
Upsample mode deconvgroup and optional kernel sizes
Docstrings for gradient-based saliency maps
Occlusion sensitivity to use sliding window inference
Enhanced Gaussian window and device assignments for sliding window inference
Multi-GPU support for MonaiAlgo
ClientAlgoStats and MonaiAlgoStats for federated summary statistics
MetaTensor support for OneOf
Add a file check for bundle logging config
Additional content and an authentication token option for bundle info API
An anti-aliasing option for Resized
SlidingWindowInferer adaptive device based on cpu_thresh
SegResNetDS with deep supervision and non-isotropic kernel support
Premerge tests for Python 3.10
Changed
Base Docker image upgraded to nvcr.io/nvidia/pytorch:22.09-py3 from nvcr.io/nvidia/pytorch:22.08-py3
Replace None type metadata content with "none" for collate_fn compatibility
HoVerNet Mode and Branch to independent StrEnum
Automatically infer device from the first item in random elastic deformation dict
Add channel dim in ComputeHoVerMaps and ComputeHoVerMapsd
Remove batch dim in SobelGradients and SobelGradientsd
Deprecated
Deprecating compute_meandice, compute_meaniou in monai.metrics, in favor of
compute_dice and compute_iou respectively
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