espnet2.train.reporter.WeightedAverage

source

class espnet2.train.reporter.WeightedAverage(value: Tuple[float | int | complex | Tensor | ndarray, float | int | complex | Tensor | ndarray], weight: float | int | complex | Tensor | ndarray)

Bases: ReportedValue

Represents a weighted average of reported values.

value

A tuple containing the value and its associated weight.

• Type: Tuple[Num, Num]

weight

The weight associated with the reported value.

• Type: Num

Examples

>>> weighted_avg = WeightedAverage(value=(3.0, 5.0), weight=0.5)
>>> print(weighted_avg.value)
(3.0, 5.0)
>>> print(weighted_avg.weight)
0.5

value

*: Tuple[float | int | complex | Tensor | ndarray, float | int | complex | Tensor | ndarray]*

weight

*: float | int | complex | Tensor | ndarray*