Speaking about the logging, Catalyst united the monitoring system API support into one abstraction:


With such a simple API, we already provide integrations for Tensorboard and MLFlow monitoring systems. More advanced loggers for Neptune and Wandb with artifacts and hyperparameters storing are in development thanks to joint collaborations between our teams! All currently supported loggers you could find under the Logger API section.

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