tf.keras.callbacks.RemoteMonitor

Callback used to stream events to a server.

Inherits From: Callback

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

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.

Args
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".

Methods

set_model

View source

set_model(
    model
)

set_params

View source

set_params(
    params
)