chainer.Summary

class chainer.Summary

Online summarization of a sequence of scalars.

Summary computes the statistics of given scalars online.

Methods

add(value)

Adds a scalar value.

Parameters:value – Scalar value to accumulate. It is either a NumPy scalar or a zero-dimensional array (on CPU or GPU).

compute_mean()

Computes the mean.

make_statistics()

Computes and returns the mean and standard deviation values.

Returns:Mean and standard deviation values. Return type:tuple