tf.summary.tensor_summary

Outputs a Summary protocol buffer with a serialized tensor.proto.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.summary.tensor_summary

tf.summary.tensor_summary(
    name, tensor, summary_description=None, collections=None, summary_metadata=None,
    family=None, display_name=None
)

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.