poisson

oneMKL - Data Parallel C++ Developer Reference

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ID 772045

Date 10/31/2024

Version

Public

Visible to Intel only — GUID: GUID-AB5FAB4C-5619-4740-AC68-71D7987E2E56

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poisson_v

Generates Poisson distributed random values with varying mean.

Description
API

Description

The poisson_v class object is used in the generate function to provide n Poisson distributed random numbers with distribution parameter , where .

The probability distribution is given by:

The cumulative distribution function is as follows:

Product and Performance Information
Performance varies by use, configuration, and other factors. Learn more at https://www.intel.com/PerformanceIndex. Notice revision #20201201

API

Syntax

namespace oneapi::mkl::rng {
  template<typename IntType = std::int32_t,
           typename Method = poisson_v_method::by_default>
  class poisson_v {
  public:
    using method_type = Method;
    using result_type = IntType;

    explicit poisson_v(std::vector<double> lambda); // deprecated since oneMKL 2023.0
    explicit poisson_v(sycl::span<double> lambda);
    explicit poisson_v(const param_type& pt);

    std::vector<double> lambda() const;
    param_type param() const;
    void param(const param_type& pt);
  };
}

Devices supported: CPU and GPU

Include Files

oneapi/mkl/rng.hpp

Template Parameters

typename IntType = std::int32_t

Type of the produced values. The specific values are as follows:

std::int32_t

std::uint32_t

typename Method = oneapi::mkl::rng::poisson_v_method:: by_default

Generation method. The specific values are as follows:

oneapi::mkl::rng::poisson_v_method::gaussian_icdf_based

See brief descriptions of the methods in Distributions Template Parameter Method.

Input Parameters

Name	Type	Description
lambda	`sycl::span<double>`	Array of `n` distribution parameters λ.

NOTE:

explicit poisson_v(std::vector<double> lambda); is deprecated and will be removed in one of the next releases. Use explicit poisson_v(sycl::span<double> lambda); instead.
When passing a sycl::span that is constructed over a user’s memory to the constructor, users must manage the memory under sycl::span by themselves. They must not destroy the memory while data are processed.

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poisson_v

Description

API