Outputs a Summary
protocol buffer with a serialized tensor.proto.
View aliases
Compat aliases for migration
See Migration guide for more details.
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.
|