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[Enhance]: INT8 Neon SIMD Optimization on ARM64 #63

@richyreachy

Description

@richyreachy

Affected Component

Distance Computation

Current Behavior

Currently, though FP32 and FP16 are both optimized by using ARM64 SIMD, INT8 is not done yet.

Desired Improvement

INT8 NEON SIMD optimization, which can achieve 4x performance boost expectedly

Impact

Faster queries as well as build processing

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