tf.math.zero_fraction
Returns the fraction of zeros in value.
tf.math.zero_fraction(
value, name=None
)
If value is empty, the result is nan.
This is useful in summaries to measure and report sparsity. For example,
z = tf.nn.relu(...)
summ = tf.compat.v1.summary.scalar('sparsity', tf.nn.zero_fraction(z))
| Args | |
|---|---|
value |
A tensor of numeric type. |
name |
A name for the operation (optional). |
| Returns | |
|---|---|
The fraction of zeros in value, with type float32. |
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Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/math/zero_fraction