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A different RR appears for each test

Open deasa99 opened this issue 1 year ago • 6 comments

Why the RR results are different every time when using the same model for testing?

deasa99 avatar Jun 02 '23 15:06 deasa99

The neighbourhood computation during preprocessing gives slightly different points each time, so the result will differ a bit.

On Fri, 2 Jun 2023 at 11:41 PM, deasa99 @.***> wrote:

Why the RR results are different every time when using the same model for testing?

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yewzijian avatar Jun 02 '23 23:06 yewzijian

Hello, thanks for your answer! So this is a normal phenomenon, is there any way to make it not change?

deasa99 avatar Jun 03 '23 01:06 deasa99

Unfortunately not easily, without replacing the preprocessing code. However, you can replace the codes with the CPU-based ones which will give deterministic results, at the cost of speed.

On Sat, 3 Jun 2023 at 9:33 AM, deasa99 @.***> wrote:

Hello, thanks for your answer! So this is a normal phenomenon, is there any way to make it not change?

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yewzijian avatar Jun 03 '23 01:06 yewzijian

Thank you for your answer! Can this be understood as a normal phenomenon?

deasa99 avatar Jun 03 '23 02:06 deasa99

Yes, that’s the expected behaviour.

On Sat, 3 Jun 2023 at 10:19 AM, deasa99 @.***> wrote:

Thank you for your answer! Can this be understood as a normal phenomenon?

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yewzijian avatar Jun 03 '23 02:06 yewzijian

Thank you very much!

deasa99 avatar Jun 03 '23 02:06 deasa99