renate.updaters package

Subpackages

• renate.updaters.avalanche package
  • Submodules
    • renate.updaters.avalanche.learner module
      • AvalancheLoaderMixin
      • AvalancheReplayLearner
      • AvalancheEWCLearner
      • AvalancheLwFLearner
      • AvalancheICaRLLearner
    • renate.updaters.avalanche.model_updater module
      • AvalancheModelUpdater
      • ExperienceReplayAvalancheModelUpdater
      • ElasticWeightConsolidationModelUpdater
      • LearningWithoutForgettingModelUpdater
      • ICaRLModelUpdater
    • renate.updaters.avalanche.plugins module
      • RenateFileSystemCheckpointStorage
      • RenateCheckpointPlugin
• renate.updaters.experimental package
  • Submodules
    • renate.updaters.experimental.er module
      • BaseExperienceReplayLearner
      • ExperienceReplayLearner
      • DarkExperienceReplayLearner
      • PooledOutputDistillationExperienceReplayLearner
      • CLSExperienceReplayLearner
      • SuperExperienceReplayLearner
      • ExperienceReplayModelUpdater
      • DarkExperienceReplayModelUpdater
      • PooledOutputDistillationExperienceReplayModelUpdater
      • CLSExperienceReplayModelUpdater
      • SuperExperienceReplayModelUpdater
    • renate.updaters.experimental.fine_tuning module
      • FineTuningModelUpdater
    • renate.updaters.experimental.gdumb module
      • GDumbLearner
      • GDumbModelUpdater
    • renate.updaters.experimental.joint module
      • JointLearner
      • JointModelUpdater
    • renate.updaters.experimental.l2p module
      • LearningToPromptLearner
      • LearningToPromptReplayLearner
      • LearningToPromptModelUpdater
      • LearningToPromptReplayModelUpdater
    • renate.updaters.experimental.offline_er module
      • OfflineExperienceReplayLearner
      • OfflineExperienceReplayModelUpdater
    • renate.updaters.experimental.repeated_distill module
      • double_distillation_loss()
      • extract_logits()
      • RepeatedDistillationModelUpdater
      • RepeatedDistillationLearner
    • renate.updaters.experimental.speft module
      • SPeftLearner
      • SPeftModelUpdater
• renate.updaters.learner_components package
  • Submodules
    • renate.updaters.learner_components.component module
      • Component
    • renate.updaters.learner_components.losses module
      • WeightedLossComponent
      • WeightedCustomLossComponent
      • WeightedMeanSquaredErrorLossComponent
      • WeightedPooledOutputDistillationLossComponent
      • WeightedCLSLossComponent
    • renate.updaters.learner_components.reinitialization module
      • ReinitializationComponent
      • ShrinkAndPerturbReinitializationComponent

Submodules

• renate.updaters.learner module
  • RenateLightningModule
    • RenateLightningModule.is_logged_metric()
    • RenateLightningModule.on_model_update_start()
    • RenateLightningModule.train_dataloader()
    • RenateLightningModule.val_dataloader()
    • RenateLightningModule.on_model_update_end()
    • RenateLightningModule.forward()
    • RenateLightningModule.training_step_unpack_batch()
    • RenateLightningModule.training_step()
    • RenateLightningModule.training_step_end()
    • RenateLightningModule.training_epoch_end()
    • RenateLightningModule.validation_step_unpack_batch()
    • RenateLightningModule.validation_step()
    • RenateLightningModule.validation_epoch_end()
    • RenateLightningModule.configure_optimizers()
  • Learner
    • Learner.on_save_checkpoint()
    • Learner.on_load_checkpoint()
    • Learner.save()
    • Learner.load()
    • Learner.on_model_update_start()
    • Learner.train_dataloader()
    • Learner.val_dataloader()
    • Learner.validation_step_unpack_batch()
  • ReplayLearner
    • ReplayLearner.on_save_checkpoint()
    • ReplayLearner.on_load_checkpoint()
    • ReplayLearner.save()
    • ReplayLearner.load()
    • ReplayLearner.on_model_update_start()
• renate.updaters.model_updater module
  • SyneTuneCallback
    • SyneTuneCallback.on_train_epoch_end()
    • SyneTuneCallback.on_validation_epoch_end()
    • SyneTuneCallback.on_train_start()
  • RenateModelCheckpoint
    • RenateModelCheckpoint.on_train_epoch_end()
    • RenateModelCheckpoint.on_validation_epoch_end()
    • RenateModelCheckpoint.teardown()
    • RenateModelCheckpoint.on_exception()
    • RenateModelCheckpoint.on_fit_end()
  • ModelUpdater
    • ModelUpdater.update()
  • SingleTrainingLoopUpdater
    • SingleTrainingLoopUpdater.update()