tensorflow::ops::RandomNormal
#include <random_ops.h>
Outputs random values from a normal distribution.
Summary
The generated values will have mean 0 and standard deviation 1.
Arguments:
- 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
orseed2
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 normal values.
Constructors and Destructors | |
---|---|
RandomNormal(const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype) | |
RandomNormal(const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype, const RandomNormal::Attrs & attrs) |
Public attributes | |
---|---|
operation | |
output |
Public functions | |
---|---|
node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
Public static functions | |
---|---|
Seed(int64 x) | |
Seed2(int64 x) |
Structs | |
---|---|
tensorflow::ops::RandomNormal::Attrs | Optional attribute setters for RandomNormal. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
RandomNormal
RandomNormal( const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype )
RandomNormal
RandomNormal( const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype, const RandomNormal::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Seed
Attrs Seed( int64 x )
Seed2
Attrs Seed2( int64 x )
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/cc/class/tensorflow/ops/random-normal