tf.keras.callbacks.RemoteMonitor

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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 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.

Methods

set_model

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set_model(
    model
)

set_params

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set_params(
    params
)