tf.keras.callbacks.RemoteMonitor

Callback used to stream events to a server.

Inherits From: Callback

View aliases

Compat aliases for migration

tf.compat.v1.keras.callbacks.RemoteMonitor

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.

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`

View source

set_model(
    model
)

`set_params`

View source

set_params(
    params
)

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/keras/callbacks/RemoteMonitor