contrib.keras.callbacks.RemoteMonitor

tf.contrib.keras.callbacks.RemoteMonitor

class tf.contrib.keras.callbacks.RemoteMonitor

Defined in tensorflow/contrib/keras/python/keras/callbacks.py.

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.

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.
headers: Dictionary; optional custom HTTP headers.
    Defaults to:
    `{'Accept': 'application/json',
      'Content-Type': 'application/json'}`

Methods

__init__

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

on_batch_begin

on_batch_begin(
    batch,
    logs=None
)

on_batch_end

on_batch_end(
    batch,
    logs=None
)

on_epoch_begin

on_epoch_begin(
    epoch,
    logs=None
)

on_epoch_end

on_epoch_end(
    epoch,
    logs=None
)

on_train_begin

on_train_begin(logs=None)

on_train_end

on_train_end(logs=None)

set_model

set_model(model)

set_params

set_params(params)