Code

Generative Replay#931

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AntonioCarta merged 58 commits intoContinualAI:masterContinualAI/avalanche:masterfrom travela:generative_replaytravela/avalanche:generative_replayCopy head branch name to clipboardApr 8, 2022

+791-3

Commits

Commits on Feb 26, 2022

• Add templates, plugins and models for GR using VAE.

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• Update __init__.py and imports.

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Commits on Mar 2, 2022

• PEP8 formatting.

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• Incorporate plugins and generator strategy

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Commits on Mar 3, 2022

• Add documentation to VAE model.

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• Introduce latent dimension variable for VAE encoder.

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• Fix from last commit.

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• Documentation;

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• Fix introduced bug.

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• Add boolean to VAETraining call.

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• Fix 2.0

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• Try to move the GenerativeReplayPlugin call outside of the VAETraining class.

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• Remove redundant code.

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• Merge pull request #1 from travela/refactor

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Commits on Mar 5, 2022

• Document all GR plugins.

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• Module header.

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• Merge branch 'refactor' into generative_replay

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Commits on Mar 6, 2022

• Make VAE more general: any input shape is allowed.

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• Removing reliance on VAEPlugin.

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• Set default evaluator for VAE to None.

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• Add interactive logger to VAETraining.

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• Bug fix: Generator doesn't have to label its replay data; Remove VAEPlugin.

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• Doc.

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Commits on Mar 8, 2022

• Change CI workflow to run unittest for generative_replay branch.

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• Create splitMNIST example.

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• Create VAE on MNIST example for GenerativeReplayPlugin.

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• Change VAE loss function

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• detach() samples.

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Commits on Mar 9, 2022

• save plot of generated samples and try to open window.

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• Lower number of exp for testing

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• train 3 exp.

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• Fix bug

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• Save all plots in a single file.

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• Change TrainGeneratorAfterExpPlugin name; use current_experience to determine #samples.

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• [General] VAE model exports; try to remove device

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• Update generator.py

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• Pass device to VAE.

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• Merge branch 'remove_device' of github.com:travela/avalanche into remove_device

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• Pass device in strategy to VAE

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• [General] Docstring

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• Merge pull request #2 from travela/remove_device

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• Reverse unit-test.yml changes.

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• Remove commented line

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Commits on Mar 23, 2022

• Resolve Requested Changes (#3)

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Commits on Mar 27, 2022

• Move general modules from VAE to utils.

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• Add condition as an input to the abstract generator class.

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• Clarify confusing generator generator_strategy naming.

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• Update documentation of the GenerativeReplayPlugin

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• before_training doc string

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• Renaming of VAE models.

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• Remove TrainGeneratorAfterExpPlugin plugins indexing.

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• Merge pull request #5 from travela/requested_changes

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Commits on Apr 1, 2022

• Make increasing replay batch size optional.

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• Pass new arguments from strategy to plugin.

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• Merge pull request #6 from travela/optional_enhancements

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• Merge branch 'master' into generative_replay

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• Merge branch 'generative_replay' of github.com:travela/avalanche into generative_replay

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Commits on Apr 8, 2022

• update multihead test

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