hyperparameter_gauge

class cockpit.instruments.hyperparameter_gauge(self, fig, gridspec)[source]

Hyperparameter gauge, currently showing the learning rate over time.

This instrument visualizes the hyperparameters values over the course of the training. Currently, it shows the learning rate, the most likely parameter to be adapted during training. The current learning rate is additionally shown in the figure’s legend.

Preview

Requires

This instrument requires the learning rate data passed via the cockpit.Cockpit.log() method.

Parameters

self (CockpitPlotter) – The cockpit plotter requesting this instrument.
fig (matplotlib.figure.Figure) – Figure of the Cockpit.
gridspec (matplotlib.gridspec.GridSpec) – GridSpec where the instrument should be placed