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+### `tf.scalar_summary(*args, **kwargs)` {#scalar_summary}
+
+Outputs a `Summary` protocol buffer with scalar values. (deprecated)
+
+THIS FUNCTION IS DEPRECATED. It will be removed after 2016-11-30.
+Instructions for updating:
+Please switch to tf.summary.scalar. Note that tf.summary.scalar uses the node name instead of the tag. This means that TensorFlow will automatically de-duplicate summary names based on the scope they are created in. Also, passing a tensor or list of tags to a scalar summary op is no longer supported.
+
+ The input `tags` and `values` must have the same shape. The generated
+ summary has a summary value for each tag-value pair in `tags` and `values`.
+
+ Args:
+ tags: A `string` `Tensor`. Tags for the summaries.
+ values: A real numeric Tensor. Values for the summaries.
+ 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.
+