Bits Per Subquantizer
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Bits Per Subquantizer has 4 facts recorded in Dontopedia across 2 references.
Mostly:has value(1), controls(1), rdf:type(1)
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hasParameterHas Parameter(3)
- Index Ivfpq
ex:IndexIVFPQ - Ivfpq Index
ex:ivfpq-index - Ivfpq Index
ex:IVFPQ-index
rdf:typeRdf:type(1)
- Nbits Parameter
ex:nbits-parameter
Other facts (4)
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References (2)
ctx:claims/beam/9c3d6c77-2b58-4a3b-9618-59e705c00dfd- full textbeam-chunktext/plain1 KB
doc:beam/9c3d6c77-2b58-4a3b-9618-59e705c00dfdShow excerpt
# Normalize the vectors for cosine similarity faiss.normalize_L2(vectors) # Create an IVFPQ index nlist = 100 # Number of clusters m = 8 # Number of subquantizers index = faiss.IndexIVFPQ(faiss.IndexFlatL2(128), 128, nlist, m, 8) # 8 is…
ctx:claims/beam/8e356af0-5214-4a1f-8615-f270ae5ec1c9- full textbeam-chunktext/plain1 KB
doc:beam/8e356af0-5214-4a1f-8615-f270ae5ec1c9Show excerpt
- `efConstruction` and `efSearch` parameters control the construction and search phases, respectively. 2. **IVFPQ Index**: - `IndexIVFPQ`: Creates an IVFPQ index with a specified number of clusters (`nlist`), subquantizers (`m`), and…
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