Struct faiss::ProgressiveDimClusteringParameters
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struct ProgressiveDimClusteringParameters : public faiss::ClusteringParameters
Subclassed by faiss::ProgressiveDimClustering
Public Functions
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ProgressiveDimClusteringParameters()
Public Members
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int progressive_dim_steps
number of incremental steps
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bool apply_pca
apply PCA on input
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int niter
clustering iterations
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int nredo
redo clustering this many times and keep best
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bool verbose
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bool spherical
do we want normalized centroids?
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bool int_centroids
round centroids coordinates to integer
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bool update_index
re-train index after each iteration?
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bool frozen_centroids
use the centroids provided as input and do not change them during iterations
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int min_points_per_centroid
otherwise you get a warning
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int max_points_per_centroid
to limit size of dataset
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int seed
seed for the random number generator
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size_t decode_block_size
how many vectors at a time to decode
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ProgressiveDimClusteringParameters()