Optional positive int specifying
the histogram bucket number.
collections
Not Supported
-
family
Removed
Please use tf.name_scope instead
to manage summary name prefix.
-
description
Optional long-form str description
for the summary. Markdown is supported.
Defaults to empty.
Description
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.