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.
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static <T extends Number> SobolSample <T> | |
static SobolSample <Float> | |
Output <T> |
samples
()
`Tensor` of samples from Sobol sequence with `shape` [num_results, dim].
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Inherited Methods
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].