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Outputs a Summary protocol buffer with a histogram.
tf.compat.v1.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.
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