tf.summary.tensor_summary(display_name, tensor, description='', labels=None, collections=None, name=None)
Outputs a Summary
protocol buffer with a serialized tensor.proto.
The generated Summary
has one summary value containing the input tensor.
Args:
-
display_name
: A name to associate with the data series. Will be used to organize output data and as a name in visualizers. -
tensor
: A tensor of any type and shape to serialize. -
description
: An optional long description of the data being output. -
labels
: a list of strings used to specify how the data can be interpreted, for example:-
'encoding:image/jpg'
for a string tensor containing jpg images -
'encoding:proto/X/Y/foo.proto'
for a string tensor containing Foos -
'group:$groupName/$roleInGroup'
for a tensor that is related to other tensors that are all in a group. (e.g. bounding boxes and images)
-
-
collections
: Optional list of graph collections keys. The new summary op is added to these collections. Defaults to[GraphKeys.SUMMARIES]
. -
name
: An optional name for the generated node (optional).
Returns:
A scalar Tensor
of type string
. The serialized Summary
protocol buffer.
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