callback_remote_monitor: Callback used to stream events to a server.

In rstudio/keras: R Interface to 'Keras'

Callback used to stream events to a server.

Description

Requires the requests library. Events are sent to root + '/publish/epoch/end/' by default. Calls are HTTP POST, with a data argument which is a JSON-encoded named list of event data. If send_as_json = TRUE, the content type of the request will be "application/json". Otherwise the serialized JSON will be sent within a form.

Usage

callback_remote_monitor(
  root = "http://localhost:9000",
  path = "/publish/epoch/end/",
  field = "data",
  headers = NULL,
  send_as_json = FALSE
)

Arguments

root	String; root url of the target server.
path	String; path relative to root to which the events will be sent.
field	String; JSON field under which the data will be stored. The field is used only if the payload is sent within a form (i.e. when send_as_json = FALSE).
headers	Named list; optional custom HTTP headers.
send_as_json	Boolean; whether the request should be sent as "application/json".

Value

A Callback instance that can be passed to fit.keras.src.models.model.Model().

See Also

• https://keras.io/api/callbacks/remote_monitor#remotemonitor-class

Other callbacks:
Callback()
callback_backup_and_restore()
callback_csv_logger()
callback_early_stopping()
callback_lambda()
callback_learning_rate_scheduler()
callback_model_checkpoint()
callback_reduce_lr_on_plateau()
callback_swap_ema_weights()
callback_tensorboard()
callback_terminate_on_nan()

rstudio/keras documentation built on April 22, 2024, 11:43 p.m.