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Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.

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Issue: https://github.com/milvus-io/milvus/issues/35594

dco-passed
do-not-merge/missing-related-issue
approved
size/XS

issue: https://github.com/zilliztech/knowhere/issues/771

dco-passed
do-not-merge/missing-related-issue
ci-passed
approved
lgtm
do-not-merge/hold
size/XL

I have a server with RTX2080 and nvidia driver version 470.182.03, I tried milvus 2.4.4-gpu docker image, but exit with error: > I20240619 02:08:58.745658 17 thread_pool.h:152] [KNOWHERE][InitGlobalBuildThreadPool][milvus] Init global build...

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Update Cardinal Commit Signed-off-by: sre-ci-robot [email protected]

dco-passed
do-not-merge/missing-related-issue
ci-passed
size/XS

get_if is not very readable, we can use visit instead issue: https://github.com/zilliztech/knowhere/issues/630

dco-passed
kind/improvement
size/M
stale

Remove https://github.com/zilliztech/knowhere/blob/main/src/common/utils.cc#L50-L62, use template NormalizeVec instead

HNSW has already supported FP16 directly, the conversion code need to be removed. https://github.com/zilliztech/knowhere/blob/cadc5f381f7a2827f6722c679f46c21457f07606/src/index/hnsw/hnsw.cc#L590

Build Milvus in Debug mode, then you can see TracdID is printed out in a different way between knowhere and Milvus. ``` [2024/07/17 17:52:34.610 +08:00] [DEBUG] [querynodev2/services.go:680] ["search segments..."] [traceID=c56dd6de3329e8baf581744b0660381b]...

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