noggin.logger.LiveMetric.from_dict

classmethod LiveMetric.from_dict(metrics_dict: Dict[str, numpy.ndarray])

The inverse of LiveMetric.to_dict. Given a dictionary of live-metric data, constructs an instance of LiveMetric.

Parameters:

metrics_dict: Dict[str, ndarray]

Stores the state of the live-metric instance being created.

Returns:

noggin.LiveMetric

Notes

The encoded dictionary stores:

'batch_data' -> ndarray, shape-(N,)
'epoch_data' -> ndarray, shape-(M,)
'epoch_domain' -> ndarray, shape-(M,)
'cnt_since_epoch' -> int
'total_weighting' -> float
'running_weighted_sum' -> float
'name' -> str