pytorch_pfn_extras.training.extensions.variable_statistics_plot.Statistician#

class pytorch_pfn_extras.training.extensions.variable_statistics_plot.Statistician(collect_mean, collect_std, percentile_sigmas)#

Bases: object

Helper to compute basic NumPy-like statistics.

Methods

__init__(collect_mean, collect_std, ...)

collect(x, axis)

Parameters:

  • collect_mean (bool) –

  • collect_std (bool) –

  • percentile_sigmas (Union[float, Tuple[float, ...]]) –

__call__(x, axis=0, dtype=None)#

Call self as a function.

Parameters:
Return type:

Dict[str, Any]

__init__(collect_mean, collect_std, percentile_sigmas)#
Parameters:

  • collect_mean (bool) –

  • collect_std (bool) –

  • percentile_sigmas (Union[float, Tuple[float, ...]]) –

Return type:

None

collect(x, axis)#
Parameters:

  • x (Any) –

  • axis (int) –

Return type:

Dict[str, Any]