tf.raw_ops.StatefulTruncatedNormal

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.

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).

A Tensor of type dtype.