value: Extracts the value of a summary value

In tfevents: Write Events for 'TensorBoard'

Extracts the value of a summary value

Description

Summaries are complicated objects because they reflect the Protobuf object structure that are serialized in the tfevents records files. This function allows one to easily query vaues from summaries and will dispatch to the correct way to extract images, audio, text, etc from summary values.

Usage

value(x, ...)

## S3 method for class 'tfevents_summary_values'
value(x, ..., as_list = FALSE)

Arguments

x	A tfevents_summary_values object.
...	Currently unused. To allow future extension.
as_list	A boolean indicating if the results should be returned in a list. The default is to return a single value. If you need to extract values from multiple summaries use as_list = TRUE.

Value

Depending on the type of the summary it returns an image, audio, text or scalar.

Methods (by class)

• value(tfevents_summary_values): Acess values from summary_values.

Examples

temp <- tempfile()
with_logdir(temp, {
  for(i in 1:5) {
    log_event(my_log = runif(1))
  }
})

# iterate over all events
summary <- collect_events(temp, n = 1, type = "summary")
value(summary$summary)

tfevents documentation built on June 27, 2024, 5:10 p.m.