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feat(gpu_hnsw): faiss-native GpuIndexHNSW (vanilla IndexHNSW, cloner-bridged) - #11

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devin-ai-integration[bot] wants to merge 15 commits into
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gpu-hnsw
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devin-ai-integration[bot] wants to merge 15 commits into
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gpu-hnsw

bench(gpu_hnsw): SIFT1M CPU-vs-GPU HNSW benchmark (QPS + recall)

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