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Update monai requirement from ==1.2.0 to ==1.3.0
Updates the requirements on monai to permit the latest version.
Release notes
Sourced from monai's releases.
1.3.0
Added
- Intensity transforms
ScaleIntensityFixedMeanandRandScaleIntensityFixedMean(#6542)UltrasoundConfidenceMapTransformused for computing confidence map from an ultrasound image (#6709)channel_wisesupport inRandScaleIntensityandRandShiftIntensity(#6793, #7025)RandSimulateLowResolutionandRandSimulateLowResolutiond(#6806)SignalFillEmptyd(#7011)- Euclidean distance transform
DistanceTransformEDTwith GPU support (#6981)- Port loss and metrics from
monai-generative(#6729, #6836)- Support
invert_imageandretain_statsinAdjustContrastandRandAdjustContrast(#6542)- New network
DAF3DandQuicknat(#6306)- Support
sincosposition embedding (#6986)ZarrAvgMergerused for patch inference (#6633)- Dataset tracking support to
MLFlowHandler(#6616)- Considering spacing and subvoxel borders in
SurfaceDiceMetric(#6681)- CUCIM support for surface-related metrics (#7008)
loss_fnsupport inIgniteMetricand renamed it toIgniteMetricHandler(#6695)CallableEventWithFilterandEventsoptions fortrigger_eventinGarbageCollector(#6663)- Support random sorting option to
GridPatch,RandGridPatch,GridPatchdandRandGridPatchd(#6701)- Support multi-threaded batch sampling in
PatchInferer(#6139)SoftclDiceLossandSoftDiceclDiceLoss(#6763)HausdorffDTLossandLogHausdorffDTLoss(#6994)- Documentation for
TensorFloat-32(#6770)- Docstring format guide (#6780)
GDSDatasetsupport for GDS (#6778)- PyTorch backend support for
MapLabelValue(#6872)filter_funcincopy_model_stateto filter the weights to be loaded andfilter_swinunetr(#6917)stats_sendertoMonaiAlgofor FL stats (#6984)freeze_layersto help freeze specific layers (#6970)misc.
- Refactor multi-node running command used in
Auto3DSeginto dedicated functions (#6623)- Support str type annotation to
deviceinToTensorD(#6737)- Improve logging message and file name extenstion in
DataAnalyzerforAuto3DSeg(#6758)- Set
data_rangeas a property inSSIMLoss(#6788)- Unify environment variable access (#7084)
end_lrsupport inWarmupCosineSchedule(#6662)- Add
ClearMLas optional dependency (#6827)yandex.disksupport indownload_url(#6667)- Improve config expression error message (#6977)
Fixed
transforms
- Make
convert_box_to_maskthrow errors when box size larger than the image (#6637)- Fix lazy mode in
RandAffine(#6774)- Raise
ValueErrorwhenmap_itemsis bool inCompose(#6882)- Improve performance for
NormalizeIntensity(#6887)- Fix mismatched shape in
Spacing(#6912)- Avoid FutureWarning in
CropForeground(#6934)- Fix
Lazy=Trueignored when usingDatasetcall (#6975)- Shape check for arbitrary types for DataStats (#7082)
data
... (truncated)
Changelog
Sourced from monai's changelog.
[1.3.0] - 2023-10-12
Added
- Intensity transforms
ScaleIntensityFixedMeanandRandScaleIntensityFixedMean(#6542)UltrasoundConfidenceMapTransformused for computing confidence map from an ultrasound image (#6709)channel_wisesupport inRandScaleIntensityandRandShiftIntensity(#6793, #7025)RandSimulateLowResolutionandRandSimulateLowResolutiond(#6806)SignalFillEmptyd(#7011)- Euclidean distance transform
DistanceTransformEDTwith GPU support (#6981)- Port loss and metrics from
monai-generative(#6729, #6836)- Support
invert_imageandretain_statsinAdjustContrastandRandAdjustContrast(#6542)- New network
DAF3DandQuicknat(#6306)- Support
sincosposition embedding (#6986)ZarrAvgMergerused for patch inference (#6633)- Dataset tracking support to
MLFlowHandler(#6616)- Considering spacing and subvoxel borders in
SurfaceDiceMetric(#6681)- CUCIM support for surface-related metrics (#7008)
loss_fnsupport inIgniteMetricand renamed it toIgniteMetricHandler(#6695)CallableEventWithFilterandEventsoptions fortrigger_eventinGarbageCollector(#6663)- Support random sorting option to
GridPatch,RandGridPatch,GridPatchdandRandGridPatchd(#6701)- Support multi-threaded batch sampling in
PatchInferer(#6139)SoftclDiceLossandSoftDiceclDiceLoss(#6763)HausdorffDTLossandLogHausdorffDTLoss(#6994)- Documentation for
TensorFloat-32(#6770)- Docstring format guide (#6780)
GDSDatasetsupport for GDS (#6778)- PyTorch backend support for
MapLabelValue(#6872)filter_funcincopy_model_stateto filter the weights to be loaded andfilter_swinunetr(#6917)stats_sendertoMonaiAlgofor FL stats (#6984)freeze_layersto help freeze specific layers (#6970)misc.
- Refactor multi-node running command used in
Auto3DSeginto dedicated functions (#6623)- Support str type annotation to
deviceinToTensorD(#6737)- Improve logging message and file name extenstion in
DataAnalyzerforAuto3DSeg(#6758)- Set
data_rangeas a property inSSIMLoss(#6788)- Unify environment variable access (#7084)
end_lrsupport inWarmupCosineSchedule(#6662)- Add
ClearMLas optional dependency (#6827)yandex.disksupport indownload_url(#6667)- Improve config expression error message (#6977)
Fixed
transforms
- Make
convert_box_to_maskthrow errors when box size larger than the image (#6637)- Fix lazy mode in
RandAffine(#6774)- Raise
ValueErrorwhenmap_itemsis bool inCompose(#6882)- Improve performance for
NormalizeIntensity(#6887)- Fix mismatched shape in
Spacing(#6912)- Avoid FutureWarning in
CropForeground(#6934)- Fix
Lazy=Trueignored when usingDatasetcall (#6975)- Shape check for arbitrary types for DataStats (#7082)
data
... (truncated)
Commits
865972fFix unsuitable default value to bundle_root in ckpt_export (#7124)e36982bupdate validation epoch (#7121)4743945update changelog and docs for v1.3 (#7110)2b1e3d0Add support for metatensor in AddGuidanceFromPointsDeepEditd and ResizeGuidan...8d730cd6387 update_kwargs for merging multiple configs (#7109)fc1350a7107 Add support to validate at training start (#7108)5c6d199Code formatting for user specified directories (#7106)825021dEnsureTypedflexible dtype (#7104)2b0a95eauto updates (#7105)7930f85Add weight inDiceLoss(#7098)- Additional commits viewable in compare view
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