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[FEA]: Non-deterministic DeviceReduce #265

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gonzalobg opened this issue Jul 24, 2023 · 1 comment
Open
1 task done

[FEA]: Non-deterministic DeviceReduce #265

gonzalobg opened this issue Jul 24, 2023 · 1 comment

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@gonzalobg
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Is this a duplicate?

Area

CUB

Is your feature request related to a problem? Please describe.

The std::transform_reduce algorithm does not require determinism, but an implementation on top of CUB is "pseudo-deterministic" (run-to-run deterministic on a given device, for a given cub version).

This prevents optimizing DeviceReduce with algorithms that do not uphold this.

Describe the solution you'd like

Add an option to DeviceReduce to control whether run-to-run determinism is enabled/disabled (defaulting it to enabled).

Describe alternatives you've considered

Not using CUB / Thrust.

Additional context

No response

@gevtushenko
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Related to the following issue #886

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