View source on GitHub
|
Outputs a Summary protocol buffer with a histogram.
tf.compat.v1.summary.histogram(
name, values, collections=None, family=None
)
Migrate to TF2
This API is not compatible with eager execution and tf.function. To migrate
to TF2, please use tf.summary.histogram instead. Please check
Migrating tf.summary usage to
TF 2.0 for concrete
steps for migration.
How to Map Arguments
| TF1 Arg Name | TF2 Arg Name | Note |
|---|---|---|
name |
name |
- |
values |
data |
- |
| - | step
|
Explicit int64-castable monotonic step
value. If omitted, this defaults to
tf.summary.experimental.get_step() |
| - | buckets
|
Optional positive int specifying
the histogram bucket number. |
collections |
Not Supported | - |
family
|
Removed | Please use tf.name_scope instead
to manage summary name prefix. |
| - | description
|
Optional long-form str description
for the summary. Markdown is supported.
Defaults to empty. |
Description
Adding a histogram summary makes it possible to visualize your data's distribution in TensorBoard. You can see a detailed explanation of the TensorBoard histogram dashboard here.
The generated
Summary
has one summary value containing a histogram for values.
This op reports an InvalidArgument error if any value is not finite.
Returns | |
|---|---|
A scalar Tensor of type string. The serialized Summary protocol
buffer.
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