Type StatsOptions
Namespace tensorflow.data.experimental
Parent OptionsBase
Interfaces IStatsOptions
Represents options for collecting dataset stats using `StatsAggregator`. You can set the stats options of a dataset through the `experimental_stats`
property of
tf.data.Options; the property is an instance of
tf.data.experimental.StatsOptions. For example, to collect latency stats
on all dataset edges, use the following pattern:
Show Example
aggregator = tf.data.experimental.StatsAggregator() options = tf.data.Options() options.experimental_stats.aggregator = aggregator options.experimental_stats.latency_all_edges = True dataset = dataset.with_options(options)
Properties
Public properties
PropertyInfo aggregator get; set;
Associates the given statistics aggregator with the dataset pipeline.
object aggregator_dyn get; set;
Associates the given statistics aggregator with the dataset pipeline.
PropertyInfo counter_prefix get; set;
Prefix for the statistics recorded as counter.
object counter_prefix_dyn get; set;
Prefix for the statistics recorded as counter.
PropertyInfo latency_all_edges get; set;
Whether to add latency measurements on all edges. Defaults to False.
object latency_all_edges_dyn get; set;
Whether to add latency measurements on all edges. Defaults to False.
PropertyInfo prefix get; set;
Prefix to prepend all statistics recorded for the input `dataset` with.
object prefix_dyn get; set;
Prefix to prepend all statistics recorded for the input `dataset` with.