v1.4 (Beta 2)

API updates:

• Add dynamic parallel type for losses.ParallelLoss
• Deprecated Python 3.9
• Introducing metrics.CosineSimilarity for cosine similarity metrics
• Introduce optimize function to optimize the model
• Metrics now accepts non-dictionary input and target when target is given

Other updates:

• Minor bugs fixed
• Performance improved
• Typing improvement

Beta updates:

• Add specific data loader type to data.batched wrapper function
• Deprecated python 3.9
• Implement BaseManager as a context manager for training mode
• Logger improved
• Minor bugs fixed
• Typing improved

v1.3.3

Updates:

• Manager will be reset to CPU after compiled
• Minor bugs fixed

v1.3.2

Updates:

• Add max value control for metrics.PSNR, default max value is 1
• Minor bugs fixed

v1.3.1

Updates:

• Minor bugs fixed
• Typing improvement

v1.3

API Updates

• A wrapped loss function will be excluded from manager when saving into checkpoints
• Add confgs.JSONConfigs to directly load a json file
• Add configs.YAMLConfigs to directly load a yaml file, PyYAML package is required
• Add dictionary support during unpack_data for managers
• Add torchmanager_core.view.logging.add_console method to add logger console display
• Introducing callbacks.LambdaCallback and callbacks.MultiCallbacks
• Introducing data.reversed_sliding_window method to restore a torch.Tensor for the sliced windows
• Introducing eval function to evaluate via metrics
• Introducing metrics.PSNR for PSNR metric
• Introducing torchmanager_core.backward package for backward hooking
• Introducing torchmanager_core.errors.ConfigsFormatError, torchmanager_core.errors.TransformError, and torchmanager_core.errors.VersionError for better exception handling
• Move forward method into BaseManager
• Managers will now save API version instead of current version
• The callbacks.Experiment callback now extends callbacks.MultiCallbacks

Other updates:

• Deprecated Python 3.8 Support
• Minor bugs fixed
• Performance Improved
• Typing improved

v1.2.6

Updates:

• Compatibility fixed for PyTorch < 2.1

v1.2.5

Updates:

• Minor bugs fixed
• Typing improvement

v1.2.4

Updates:

• Minor bugs fixed

v1.2.3

Updates:

• Deprecated the old metrics.ConfusionMetrics for name corrected metrics.ConfusionMatrix method.
• Minor bugs fixed
• Move and deprecate package metrics.conf_met into package metrics.conf_mat for name correction

v1.2.2

Updates:

• Introducing torchmanager_core.version package
• Minor bugs fixed
• Typing improvement