tensorflow::ops::TruncatedNormal

Outputs random values from a truncated normal distribution.

Summary

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:

• scope: A Scope object
• shape: The shape of the output tensor.
• dtype: The type of the output.

Optional attributes (see Attrs):

• seed: 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: A second seed to avoid seed collision.

Returns:

• Output: A tensor of the specified shape filled with random truncated normal values.

Public attributes

Operation operation

::tensorflow::Output output

Public functions

 TruncatedNormal(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input shape,
  DataType dtype
)

 TruncatedNormal(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input shape,
  DataType dtype,
  const TruncatedNormal::Attrs & attrs
)

::tensorflow::Node * node() const 

 operator::tensorflow::Input() const 

 operator::tensorflow::Output() const 

Public static functions

Attrs Seed(
  int64 x
)

Attrs Seed2(
  int64 x
)