hparams_hparam {tfevents} | R Documentation |
Defines a HParam
Description
Hparam object are used to describe names and domains of hyperparameters so TensorBoard UI can show additional information about them.
Usage
hparams_hparam(name, domain = NA, display_name = name, description = name)
Arguments
name |
Name of the hyperparameter. |
domain |
A list of values that can be assumed by the hyperparameter.
It can be |
display_name |
Display name of the hparameter for the TensorBoard UI. By default it's identical to the name. |
description |
Parameter description. Shown in tooltips around the TensorBoard UI. |
Value
A hparams_hparam
object.
Note
A list of hparam
values can be passed to log_hparams_config()
so
you define the hyperparameters that are tracked by the experiment.
Examples
hparams_hparam("optimizer", domain = c("adam", "sgd"))
hparams_hparam("num_units", domain = c(128, 512, 1024))
hparams_hparam("use_cnn", domain = c(TRUE, FALSE))
hparams_hparam("dropout", domain = c(min_value = 0, max_value = 0.5))
[Package tfevents version 0.0.4 Index]