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feat: add configurable IVF and PQ training sample limits
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perf(pq): add transposed SIMD encoder with SGEMM fallback (#90)
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perf(pq): add transposed SIMD encoder with SGEMM fallback
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perf(pq): add transposed SIMD encoder with SGEMM fallback
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fix: bound IVF-PQ serialization allocations
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fix: bound IVF-RQ serialization allocations
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fix: scale 4-bit PQ scan lookup tables by the table range
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perf: improve IVF-SQ training, encoding, and reader reuse (#91)
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perf: improve IVF-SQ training, encoding, and reader reuse
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perf: improve IVF-SQ training, encoding, and reader reuse
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