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[FEA] Implement unravel_index for row-major array. #723

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merged 8 commits into from
Jun 29, 2022

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trivialfis
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Revised version of #631 with thrust::tuple replaced by std::tuple and custom apply function replaced by std::apply.

Related: #629

The implementation is mostly copied from XGBoost https://github.com/dmlc/xgboost/blob/fdf533f2b9af9c068cddba50839574c6abb58dc3/include/xgboost/linalg.h#L523 .

In the tests, I have used both __host__ __device__ and __device__ lambdas to make sure std::tuple and std::apply are working correctly with CUDA kernel.

@trivialfis trivialfis added feature request New feature or request non-breaking Non-breaking change labels Jun 24, 2022
@trivialfis trivialfis requested a review from a team as a code owner June 24, 2022 01:46
@github-actions github-actions bot added the cpp label Jun 24, 2022
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rerun tests

cpp/include/raft/core/mdarray.hpp Show resolved Hide resolved
*/
template <typename LayoutPolicy, std::size_t... Exts>
MDSPAN_INLINE_FUNCTION auto unravel_index(size_t idx,
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std::size_t idx as even extents are expressed as that type?

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I haven't tested the updated mdspan and its new extent type yet.

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Fair. We'll update it when we update mdspan

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@divyegala divyegala Jun 27, 2022

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Could this parameter possibly be optional with a default type/value? For those wishing to use the template param directly?

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Yes. I will update the parameter type

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Done.

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Am I missing the updates?

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I changed the parameter type of std::size_t idx into template Idx idx

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LGTM. Thanks @trivialfis for the change to use std::tuple instead of exposing thrust.

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cjnolet commented Jun 29, 2022

@gpucibot merge

@rapids-bot rapids-bot bot merged commit 12146f2 into rapidsai:branch-22.08 Jun 29, 2022
@trivialfis trivialfis deleted the fea-unravel-index branch June 30, 2022 11:29
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3 participants