RemoteMonitor

[source]

RemoteMonitor class

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