tf.summary.histogram

Outputs a Summary protocol buffer with a histogram.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.summary.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.