tf.summary.histogram( name, values, collections=None, family=None )
See the guide: Summary Operations > Generation of Summaries
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.
has one summary value containing a histogram for
This op reports an
InvalidArgument error if any value is not finite.
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
family: Optional; if provided, used as the prefix of the summary tag name, which controls the tab name used for display on Tensorboard.
Tensor of type
string. The serialized