tf.summary.histogram
tf.summary.histogram
tf.summary.histogram
histogram( name, values, collections=None )
Defined in tensorflow/python/summary/summary.py
.
See the guide: Summary Operations > Generation of Summaries
Outputs a Summary
protocol buffer with a histogram.
Adding a histogram summary makes it possible to visualize your data's distribution in TensorBoard. You can see a detailed explanation of the TensorBoard histogram dashboard here.
The generated Summary
has one summary value containing a histogram for values
.
This op reports an InvalidArgument
error if any value is not finite.
Args:
-
name
: A name for the generated node. Will also serve as a series name in TensorBoard. -
values
: A real numericTensor
. Any shape. Values to use to build the histogram. -
collections
: Optional list of graph collections keys. The new summary op is added to these collections. Defaults to[GraphKeys.SUMMARIES]
.
Returns:
A scalar Tensor
of type string
. The serialized Summary
protocol buffer.
© 2017 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/api_docs/python/tf/summary/histogram