Developer Reference

Contents

oneapi::mkl::stats::kurtosis with User-provided Mean

Description

Entry point to compute the array of kurtosis values with a mean provided by the user.

API

Syntax
Buffer API
template<method Method = method::fast, typename Type, layout ObservationsLayout> void kurtosis(sycl::queue& queue, sycl::buffer<Type, 1> mean, const dataset<ObservationsLayout, sycl::buffer<Type, 1>>& data, sycl::buffer<Type, 1> kurtosis);
USM API
template<method Method = method::fast, typename Type, layout ObservationsLayout> sycl::event kurtosis(sycl::queue& queue, Type* mean, const dataset<ObservationsLayout, Type*>& data, Type* kurtosis, const std::vector<sycl::event> &dependencies = {});
Include Files
  • oneapi/mkl/stats.hpp
Template Parameters
oneapi::mkl::stats::method Method = oneapi::mkl::stats::method::fast
Computation method. The specific values are as follows:
oneapi::mkl::stats::method::fast
Input Parameters
Name
Type
Description
queue
sycl::queue&
Valid
sycl::queue
, calls of the
oneapi::mkl::stats::kurtosis()
routine submits kernels in this queue.
data
const dataset<ObservationsLayout, Type*>&
Dataset which is used for estimates computation.
Buffer API
Name
Type
Description
mean
sycl::buffer<Type,1>
sycl::buffer
to the array of mean values provided by the user.
USM API
Name
Type
Description
mean
Type*
Pointer to the output array of mean values provided by the user
Optional Input Parameter for USM API
Name
Type
Description
dependencies
const std::vector<sycl::event>&
List of events to wait for before starting computation, if any.
Output Parameters
Buffer API
Name
Type
Description
kurtosis
sycl::buffer<Type, 1>
sycl::buffer
to the output array of kurtosis values.
USM API
Name
Type
Description
kurtosis
Type*
Pointer to the output array of kurtosis values.
event
sycl::event
Function returns event after submitting task in
sycl::queue
.

Product and Performance Information

1

Performance varies by use, configuration and other factors. Learn more at www.Intel.com/PerformanceIndex.