tf.raw_ops.SobolSample
Generates points from the Sobol sequence.
tf.raw_ops.SobolSample(
dim, num_results, skip, dtype=tf.dtypes.float32, name=None
)
Creates a Sobol sequence with num_results samples. Each sample has dimension dim. Skips the first skip samples.
| Args | |
|---|---|
dim |
A Tensor of type int32. Positive scalar Tensor representing each sample's dimension. |
num_results |
A Tensor of type int32. Positive scalar Tensor of dtype int32. The number of Sobol points to return in the output. |
skip |
A Tensor of type int32. Positive scalar Tensor of dtype int32. The number of initial points of the Sobol sequence to skip. |
dtype |
An optional tf.DType from: tf.float32, tf.float64. Defaults to tf.float32. The type of the sample. One of: float32 or float64. |
name |
A name for the operation (optional). |
| Returns | |
|---|---|
A Tensor of type dtype. |
© 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/python/tf/raw_ops/SobolSample