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

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

See the guide: Summary Operations > Generation of Summaries

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

The generated Summary has one summary value containing the input tensor.

Args:

• name: A name for the generated node. Will also serve as the series name in TensorBoard.
• tensor: A tensor of any type and shape to serialize.
• summary_description: Optional summary_pb2.SummaryDescription()
• collections: Optional list of graph collections keys. The new summary op is added to these collections. Defaults to [GraphKeys.SUMMARIES].

Returns:

A scalar Tensor of type string. The serialized Summary protocol buffer.

Defined in tensorflow/python/ops/summary_ops.py.