tf.raw_ops.StatefulTruncatedNormal | TensorFlow v2.16.1 (original) (raw)

tf.raw_ops.StatefulTruncatedNormal

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Outputs random values from a truncated normal distribution.

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Compat aliases for migration

tf.compat.v1.raw_ops.StatefulTruncatedNormal

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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Last updated 2024-04-26 UTC.