tf.summary.tensor_summary(
name,
tensor,
summary_description=None,
collections=None,
summary_metadata=None,
family=None,
display_name=None
)
Defined in tensorflow/python/summary/summary.py
.
Outputs a Summary
protocol buffer with a serialized tensor.proto.
Args:
name
: A name for the generated node. If display_name is not set, it will also serve as the tag name in TensorBoard. (In that case, the tag name will inherit tf name scopes.)tensor
: A tensor of any type and shape to serialize.summary_description
: A long description of the summary sequence. Markdown is supported.collections
: Optional list of graph collections keys. The new summary op is added to these collections. Defaults to[GraphKeys.SUMMARIES]
.summary_metadata
: Optional SummaryMetadata proto (which describes which plugins may use the summary value).family
: Optional; if provided, used as the prefix of the summary tag, which controls the name used for display on TensorBoard when display_name is not set.display_name
: A string used to name this data in TensorBoard. If this is not set, then the node name will be used instead.
Returns:
A scalar Tensor
of type string
. The serialized Summary
protocol
buffer.