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early_stopping:
_target_: pytorch_lightning.callbacks.EarlyStopping
monitor: val/loss # name of the logged metric which determines when model is improving
patience: 16 # how many epochs of not improving until training stops
mode: min # can be "max" or "min"
min_delta: 0 # minimum change in the monitored metric needed to qualify as an improvement
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