tf.compat.v1.summary.tensor_summary | TensorFlow v2.16.1 (original) (raw)
tf.compat.v1.summary.tensor_summary
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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
)
| 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. |
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Last updated 2024-04-26 UTC.