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tf.keras.callbacks.RemoteMonitor

TensorFlow 1 version View source on GitHub

Class RemoteMonitor

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 is set to 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.

__init__

View source

__init__(
    root='http://localhost:9000',
    path='/publish/epoch/end/',
    field='data',
    headers=None,
    send_as_json=False
)

Initialize self. See help(type(self)) for accurate signature.

Methods

set_model

View source

set_model(model)

set_params

View source

set_params(params)

Compat aliases