tensorflow::ops::RandomUniform
#include <random_ops.h>
Outputs random values from a uniform distribution.
Summary
The generated values follow a uniform distribution in the range [0, 1). The lower bound 0 is included in the range, while the upper bound 1 is excluded.
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
seedorseed2are 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 uniform random values.
| Constructors and Destructors | |
|---|---|
RandomUniform(const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype) | |
RandomUniform(const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype, const RandomUniform::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::RandomUniform::Attrs | Optional attribute setters for RandomUniform. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
RandomUniform
RandomUniform( const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype )
RandomUniform
RandomUniform( const ::tensorflow::Scope & scope, ::tensorflow::Input shape, DataType dtype, const RandomUniform::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 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/random-uniform