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+### `tf.histogram_summary(*args, **kwargs)` {#histogram_summary}
+
+Outputs a `Summary` protocol buffer with a histogram. (deprecated)
+
+THIS FUNCTION IS DEPRECATED. It will be removed after 2016-11-30.
+Instructions for updating:
+Please switch to tf.summary.histogram. Note that tf.summary.histogram uses the node name instead of the tag. This means that TensorFlow will automatically de-duplicate summary names based on their scope.
+
+ The generated
+ [`Summary`](https://www.tensorflow.org/code/tensorflow/core/framework/summary.proto)
+ has one summary value containing a histogram for `values`.
+
+ This op reports an `InvalidArgument` error if any value is not finite.
+
+ Args:
+ tag: A `string` `Tensor`. 0-D. Tag to use for the summary value.
+ 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]`.
+ name: A name for the operation (optional).
+
+ Returns:
+ A scalar `Tensor` of type `string`. The serialized `Summary` protocol
+ buffer.
+