Skip to content

Latest commit

 

History

History
executable file
·
176 lines (111 loc) · 4.3 KB

onemkl_stats_raw_sum.rst

File metadata and controls

executable file
·
176 lines (111 loc) · 4.3 KB
Raw

raw_sum

Entry point to compute raw sums up to the 4th order.

Description and Assumptions

The oneapi::mkl::stats::raw_sum function is used to compute an array of raw sums up to the 4th order (raw sums for each dataset's dimension).

:ref:`onemkl_stats_raw_sum` supports the following precisions for data:

T
float
double

raw_sum (Buffer version)

Syntax

namespace oneapi::mkl::stats {
template<method Method = method::fast, typename Type, layout ObservationsLayout>
    void raw_sum(sycl::queue& queue,
    const dataset<ObservationsLayout, sycl::buffer<Type, 1>>& data,
    sycl::buffer<Type, 1> sum,
    sycl::buffer<Type, 1> raw_sum_2 = {0},
    sycl::buffer<Type, 1> raw_sum_3 = {0},
    sycl::buffer<Type, 1> raw_sum_4 = {0});
}

Template Parameters

Method

Method which is used for estimate computation. The specific values are as follows:

  • oneapi::mkl::stats::method::fast
  • oneapi::mkl::stats::method::one_pass
Type
Data precision.
ObservationsLayout
Data layout. The specific values are described in :ref:`onemkl_stats_dataset`.

Input Parameters

queue
The queue where the routine should be executed.
data
Dataset which is used for computation.

Output Parameters

sum
sycl::buffer array of sum values.
raw_sum_2
Optional parameter. sycl::buffer array of 2nd order raw sum values.
raw_sum_3
Optional parameter. sycl::buffer array of 3rd order raw sum values.
raw_sum_4
Optional parameter. sycl::buffer array of 4th order raw sum values.

Throws

oneapi::mkl::invalid_argument
Exception is thrown when sum.get_count() == 0 & raw_sum_2.get_count() == 0 & raw_sum_3.get_count() == 0 & raw_sum_4.get_count() == 0, or dataset object is invalid

raw_sum (USM version)

Syntax

namespace oneapi::mkl::stats {
template<method Method = method::fast, typename Type, layout ObservationsLayout>
    sycl::event raw_sum(sycl::queue& queue,
    const dataset<ObservationsLayout, Type*>& data,
    Type* sum,
    Type* raw_sum_2 = nullptr,
    Type* raw_sum_3 = nullptr,
    Type* raw_sum_4 = nullptr,
    const std::vector<sycl::event> &dependencies = {});
}

Template Parameters

Method

Method which is used for estimate computation. The specific values are as follows:

  • oneapi::mkl::stats::method::fast
  • oneapi::mkl::stats::method::one_pass
Type
Data precision.
ObservationsLayout
Data layout. The specific values are described in :ref:`onemkl_stats_dataset`.

Input Parameters

queue
The queue where the routine should be executed.
data
Dataset which is used for computation.
dependencies
Optional parameter. List of events to wait for before starting computation, if any.

Output Parameters

sum
Pointer to the array of sum values.
raw_sum_2
Optional parameter. Pointer to the array of the 2nd order raw sum values.
raw_sum_3
Optional parameter. Pointer to the array of the 3rd order raw sum values.
raw_sum_4
Optional parameter. Pointer to the array of the 2nd order raw sum values.

Throws

oneapi::mkl::invalid_argument
Exception is thrown when sum == nullptr & raw_sum_2 == nullptr & raw_sum_3 == nullptr & raw_sum_4 == nullptr, or dataset object is invalid

Return Value

Output event to wait on to ensure computation is complete.

Parent topic: :ref:`onemkl_stats_routines`