configuration

cockpit.utils.configuration.configuration(label, track_schedule=None, verbose=False)

Use pre-defined collections of quantities that should be used for tracking.

Currently supports three different configurations:

• "economy": Combines the Alpha, Distance, GradHist1d, GradNorm, InnerTest, Loss, NormTest, OrthoTest and UpdateSize quantities.

• "business": Same as "economy" but additionally with TICDiag and HessTrace.

• "full": Same as "business" but additionally with HessMaxEV and GradHist2d.

Parameters

• label (str) – String specifying the configuration type. Possible configurations are (least to most expensive) 'economy', 'business', 'full'.

• track_schedule (callable, optional) – Function that maps the global_step to a boolean, which determines if the quantity should be computed. Defaults to None.

• verbose (bool, optional) – Turns on verbose mode. Defaults to False.

Returns

Instantiated quantities for a cockpit configuration.

Return type

list