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The singleton logger will let us log from anywhere in the code. This will also replace the old loggers that can be deprecated. User just need to specify logger.name = wandb_singleton
Example Usage (can be placed anywhere):
WandBSingletonLogger.get_instance().log({"energy": energy.max()}, commit=False)
Note the
commit = False
will let wandb know the logging of the current isn't complete and will log the output when the step is updated (ie: in the trainer)