def log_derived(key: str, fn: Callable[[MetersDict], float], priority: int = 20):
    """Log a scalar value derived from other meters.

    Args:
        key (str): name of the field to log
        fn (Callable[[MetersDict], float]): function that takes a single
            argument *meters* and returns the derived value
        priority (int): smaller values are logged earlier in the output
    """
    for agg in get_active_aggregators():
        if key not in agg:
            agg.add_meter(key, MetersDict._DerivedMeter(fn), priority)
Log a scalar value derived from other meters.

    Args:
        key (str): name of the field to log
        fn (Callable[[MetersDict], float]): function that takes a single
            argument *meters* and returns the derived value
        priority (int): smaller values are logged earlier in the output
    
understand_icl/fairseq/fairseq/logging/metrics.py