ยป Keras API reference / Callbacks API / RemoteMonitor

RemoteMonitor

RemoteMonitor class

tf.keras.callbacks.RemoteMonitor(
    root="http://localhost:9000",
    path="/publish/epoch/end/",
    field="data",
    headers=None,
    send_as_json=False,
)

Callback used to stream events to a server.

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 dictionary 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.

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. send_as_json is set to False).
  • headers: Dictionary; optional custom HTTP headers.
  • send_as_json: Boolean; whether the request should be sent as "application/json".