Function reference • tfevents

Event logging

Functions directly related to event logging.

log_event(): Log event

as_event(): Coerce an object to a event.

get_global_step() set_global_step(): Global step counters

get_default_logdir() set_default_logdir() with_logdir() local_logdir(): Query and modify the logdir

Summaries

Types of events that can be logged

summary_audio(): Summary audio

summary_histogram(): Creates an histogram summary

summary_image(): Creates a image summary

summary_metadata(): Summary metadata

summary_scalar(): Scalar event

summary_text(): Creates a text summary

HParams

Related to logging hyperparameters

hparams_hparam(): Defines a HParam

hparams_metric(): Defines a Metric

log_hparams() summary_hparams(): Log hyperaparameters

log_hparams_config() summary_hparams_config(): Logs hyperparameters configuration

Reading

Related to reading tfevents record files

collect_events() events_logdir(): Collect data from tfevents records

value(): Extracts the value of a summary value