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feat: indexing on scalar8 #141

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feat: indexing on scalar8 #141

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usamoi
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@usamoi usamoi commented Dec 17, 2024

indexing on scalar8 directly brings loss of accuracy (0.95 -> 0.77 on glove-100) and latency grows up to 500 ms

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usamoi commented Dec 17, 2024

@VoVAllen

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Why? I think this is not consistent with your previous experiement?

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usamoi commented Dec 17, 2024

Why? I think this is not consistent with your previous experiement?

because it quantizes a quantized vector, not original vector

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It can be slower but 500ms is way too slow. And the recall drop too much still doesn't make sende to me

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usamoi commented Dec 18, 2024

QPS 44 Recall 0.77

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