Outputs random values from a truncated normal distribution.
tf.raw_ops.TruncatedNormal(
shape, dtype, seed=0, seed2=0, 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 | |
|---|---|
shape
|
A Tensor. Must be one of the following types: int32, int64.
The shape of the output tensor.
|
dtype
|
A tf.DType from: tf.half, tf.bfloat16, tf.float32, tf.float64.
The type of the output.
|
seed
|
An optional int. Defaults to 0.
If either seed or seed2 are set to be non-zero, the random number
generator is seeded by the given seed. Otherwise, it is seeded by a
random seed.
|
seed2
|
An optional int. Defaults to 0.
A second seed to avoid seed collision.
|
name
|
A name for the operation (optional). |
Returns | |
|---|---|
A Tensor of type dtype.
|