Utils for organizing epoch iterations, printing progress, computing average of losses.¶

class dlutils.epoch.EpochRange(epoch_count, log_func=None)[source]¶

Range for iterating epochs

__len__()[source]¶

__next__()[source]¶

class dlutils.epoch.LossTracker[source]¶

Tracker for easy recording and computing mean values of some quanities such as losses. Summary of average values is printed at the end of each epoch.

__str__()[source]¶

add(name, format_str='%s: %.3f')[source]¶

reset()[source]¶

class dlutils.epoch.RunningMean[source]¶

__float__()[source]¶

__iadd__(value)[source]¶