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StepState -> CallbackSideEffects
Execute registered callback routines at specified event intervals during the environment interaction loop to manage training state side-effects.
Problem it solves
Extending core training steps with monitoring, checkpointing, or early stopping requires invasive modifications to the core loop code.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.