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Self-supervised Callbacks

Useful callbacks for self-supervised learning models.

Note

We rely on the community to keep these updated and working. If something doesn't work, we'd really appreciate a contribution to fix!


BYOLMAWeightUpdate

The exponential moving average weight-update rule from Bootstrap Your Own Latent (BYOL).

pl_bolts.callbacks.byol_updates.BYOLMAWeightUpdate


SSLOnlineEvaluator

Appends a MLP for fine-tuning to the given model. Callback has its own mini-inner loop.

pl_bolts.callbacks.ssl_online.SSLOnlineEvaluator