Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
SobolSample
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Generates points from the Sobol sequence.
Creates a Sobol sequence with `num_results` samples. Each sample has dimension
`dim`. Skips the first `skip` samples.
Public Methods
Output<T>
|
asOutput()
Returns the symbolic handle of a tensor.
|
static
<T extends Number>
SobolSample<T>
|
create( Scope scope, Operand<Integer> dim, Operand<Integer> numResults, Operand<Integer> skip, Class<T> dtype)
Factory method to create a class wrapping a new SobolSample operation.
|
static
SobolSample<Float>
|
create( Scope scope, Operand<Integer> dim, Operand<Integer> numResults, Operand<Integer> skip)
Factory method to create a class wrapping a new SobolSample operation using default output types.
|
Output<T>
|
samples()
`Tensor` of samples from Sobol sequence with `shape` [num_results, dim].
|
Inherited Methods
From class
java.lang.Object
boolean
|
equals(Object arg0)
|
final
Class<?>
|
getClass()
|
int
|
hashCode()
|
final
void
|
notify()
|
final
void
|
notifyAll()
|
String
|
toString()
|
final
void
|
wait(long arg0, int arg1)
|
final
void
|
wait(long arg0)
|
final
void
|
wait()
|
Public Methods
public
Output<T>
asOutput
()
Returns the symbolic handle of a tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is
used to obtain a symbolic handle that represents the computation of the input.
public
static
SobolSample<T>
create
(Scope scope, Operand<Integer> dim, Operand<Integer> numResults, Operand<Integer> skip, Class<T> dtype)
Factory method to create a class wrapping a new SobolSample operation.
Parameters
scope |
current scope |
dim |
Positive scalar `Tensor` representing each sample's dimension. |
numResults |
Positive scalar `Tensor` of dtype int32. The number of Sobol points to return
in the output. |
skip |
Positive scalar `Tensor` of dtype int32. The number of initial points of the
Sobol sequence to skip. |
dtype |
The type of the sample. One of: `float32` or `float64`. |
Returns
- a new instance of SobolSample
public
static
SobolSample<Float>
create
(Scope scope, Operand<Integer> dim, Operand<Integer> numResults, Operand<Integer> skip)
Factory method to create a class wrapping a new SobolSample operation using default output types.
Parameters
scope |
current scope |
dim |
Positive scalar `Tensor` representing each sample's dimension. |
numResults |
Positive scalar `Tensor` of dtype int32. The number of Sobol points to return
in the output. |
skip |
Positive scalar `Tensor` of dtype int32. The number of initial points of the
Sobol sequence to skip. |
Returns
- a new instance of SobolSample
public
Output<T>
samples
()
`Tensor` of samples from Sobol sequence with `shape` [num_results, dim].
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Last updated 2022-02-12 UTC.
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