Outputs deterministic pseudorandom values from a truncated normal distribution.
tf.raw_ops.StatelessTruncatedNormal(
shape,
seed,
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.
The outputs are a deterministic function of shape
and seed
.
Args | |
---|---|
shape
|
A Tensor . Must be one of the following types: int32 , int64 .
The shape of the output tensor.
|
seed
|
A Tensor . Must be one of the following types: int32 , int64 .
2 seeds (shape [2]).
|
dtype
|
An optional tf.DType from: tf.half, tf.bfloat16, tf.float32, tf.float64 . Defaults to tf.float32 .
The type of the output.
|
name
|
A name for the operation (optional). |
Returns | |
---|---|
A Tensor of type dtype .
|