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.
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
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 |
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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 |
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operation
|
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output
|
Public functions |
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node
() const
|
::tensorflow::Node *
|
operator::tensorflow::Input
() const
|
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operator::tensorflow::Output
() const
|
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Public static functions |
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Seed
(int64 x)
|
|
Seed2
(int64 x)
|
Structs |
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tensorflow::
|
Optional attribute setters for RandomNormal . |
Public attributes
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