tf.summary.histogram
Outputs a Summary protocol buffer with a histogram.
tf.summary.histogram(
name, values, collections=None, family=None
)
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 numeric Tensor. 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]. |
family |
Optional; if provided, used as the prefix of the summary tag name, which controls the tab name used for display on Tensorboard. |
| Returns | |
|---|---|
A scalar Tensor of type string. The serialized Summary protocol buffer. |
© 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/r1.15/api_docs/python/tf/summary/histogram