Outputs random values from a truncated normal distribution.
tf.raw_ops.StatefulTruncatedNormal(
resource, algorithm, shape, dtype=tf.dtypes.float32, name=None
)
The generated values follow a normal distribution with mean 0 and standard deviation 1, except that values whose magnitude is more than 2 standard deviations from the mean are dropped and re-picked.
| Args | |
|---|---|
resource | A Tensor of type resource. The handle of the resource variable that stores the state of the RNG. |
algorithm | A Tensor of type int64. The RNG algorithm. |
shape | A Tensor. The shape of the output tensor. |
dtype | An optional tf.DType. Defaults to tf.float32. The type of the output. |
name | A name for the operation (optional). |
| Returns | |
|---|---|
A Tensor of type dtype. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/raw_ops/StatefulTruncatedNormal