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[SPIKE] Run performance tests against changing the sample size for inference #1615

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ParthivNaresh opened this issue Jan 13, 2023 · 0 comments
Open

[SPIKE] Run performance tests against changing the sample size for inference #1615

ParthivNaresh opened this issue Jan 13, 2023 · 0 comments
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spike To generate additional issues and kick off a sprint.

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@ParthivNaresh
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We currently sample 100,000 rows during inference. This spike investigates reducing this number and possibly including a heuristic to change sample size based on the length of the data. In a perfect scenario we'd like to be using 10,000 that can effectively consider the entire dataset (beginning, middle, end) when sampling.
@ParthivNaresh ParthivNaresh added the spike To generate additional issues and kick off a sprint. label Jan 13, 2023
@ParthivNaresh ParthivNaresh mentioned this issue Feb 14, 2023
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spike To generate additional issues and kick off a sprint.
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