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[enhancement] Add finiteness_checker algo to cpp/oneapi/dal/algo #2781

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@icfaust icfaust commented May 15, 2024

Description

This adds a finiteness checker algorithm to oneDAL which allows for GPU finiteness checking via reduction_1d. This follows the architecture seen in DBSCAN, covariance, rbf_kernel and linear_kernel.

Changes proposed in this pull request:

  • Add GPU offload of finiteness checking
  • Add interface to daal finiteness_checker via oneDAL

Tasks

  • Fully Compile
  • Add tests
  • Pass Public CI
  • Pass Private CI

const compute_input<Task>& input) const;
compute_result<Task> operator()(const dal::backend::context_cpu& ctx,
const detail::descriptor_base<Task>& params,
const compute_input<Task>& input) const;

#ifdef ONEDAL_DATA_PARALLEL
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Do we want to have it, or it can be deleted?

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it was about
void operator()(const dal::backend::context_cpu& ctx,
const detail::descriptor_base& params,
const table& data,
bool& res) const;

cpp/oneapi/dal/algo/finiteness_checker/compute_types.hpp Outdated Show resolved Hide resolved
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2 participants