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tf.keras.callbacks.RemoteMonitor

TensorFlow 1 version View source on GitHub

Callback used to stream events to a server.

Inherits From: Callback

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.

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_params

View source