Visible to Intel only — GUID: GUID-7186BC63-C786-49EF-B2BB-A6D40012E210
Visible to Intel only — GUID: GUID-7186BC63-C786-49EF-B2BB-A6D40012E210
oneapi::mkl::stats::make_dataset
Description
Entry point to create a dataset from the provided parameters.
API
Syntax
Buffer API
template<layout ObservationsLayout = layout::row_major, typename Type> dataset<ObservationsLayout, sycl::buffer<Type, 1>> make_dataset(std::int64_t n_dims, std::int64_t n_observations, sycl::buffer<Type, 1> observations, sycl::buffer<Type, 1> weights = {0}, sycl::buffer<std::int64_t, 1> indices = {0});
USM API
template<layout ObservationsLayout = layout::row_major, typename Type> dataset<ObservationsLayout, Type*> make_dataset(std::int64_t n_dims, std::int64_t n_observations, Type* observations, Type* weights = nullptr, std::int64_t* indices = nullptr);
Include Files
oneapi/mkl/stats.hpp
Template Parameters
typename DataType |
Type of dataset. May be float, double. |
oneapi::mkl::stats::layout ObservationsLayout |
Layout of the observations matrix of the dataset. The specific values are as follows: oneapi::mkl::stats::layout::row_majoroneapi::mkl::stats::layout::col_major |
Input Parameters
Name |
Type |
Description |
---|---|---|
n_dims |
std::int64_t |
The number of dimensions (variables) |
n_observations |
std::int64_t |
The number of observations |
observations |
sycl::buffer<Type, 1> / Type* |
Matrix of observations |
Optional Input Parameters
Name |
Type |
Description |
---|---|---|
weights |
sycl::buffer<Type, 1> / Type* |
Array of weights of size n_observations. Elements of the arrays are non-negative numbers. If the parameter is not specified, each observation is assigned weight equal to 1. |
indices |
sycl::buffer<std::int64_t, 1> / std::int64_t* |
Array of vector components that will be processed. Size of array is n_dims. If the parameter is not specified, all components of the random vector are processed. |
Return Type
Buffer API
oneapi::mkl::stats::dataset<ObservationsLayout, sycl::buffer<Type, 1>> |
Dataset holding specified parameters |
USM API
oneapi::mkl::stats::dataset<ObservationsLayout, Type*> |
Dataset holding specified parameters |