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Outputs a Summary
protocol buffer with a serialized tensor.proto.
tf.compat.v1.summary.tensor_summary(
name, tensor, summary_description=None, collections=None, summary_metadata=None,
family=None, display_name=None
)
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.A scalar Tensor
of type string
. The serialized Summary
protocol
buffer.