X86 1M Sift-128-euclidean (k=10)

Figure 13 X86 1M Sift-128-euclidean (k=10)

Figure 13 X86 1M Sift-128-euclidean (k=10)

ALGORITHM PARAMETERS EXECUTE TIME(s) QPS 95th RT RECALL
hippo_ivf_sq nlist: 512, sq_type: SQ8, nprobe: 10, kfactor: 10 13.453 41936.5 38023 0.91958
nlist: 2048, sq_type: SQ8, nprobe: 10, kfactor: 10 59.378 9087.15 167800 0.99897
nlist: 512,sq_type: SQ8, nprobe: 200, kfactor: 10 13.008 2660.57 490984 0.99922
nlist: 512, sq_type: SQfp16, nprobe: 10, kfactor: 10 15.377 20227.2 80805 0.91964
nlist: 2048, sq_type: SQfp16, nprobe: 200, kfactor: 100 65.706 4503.98 300112 0.99898
nlist: 512,sq_type: SQfp16, nprobe: 200, kfactor: 10 13.746 1267.25 1150507 0.9993
hippo_ivf_pq_fs nlist: 512, M: 64, nprobe: 200, kfactor: 100 50.464 21305.9 250017 0.99935
nlist: 2048, M: 64, nprobe: 200, kfactor: 100 92.799 43116.9 149650 0.999
nlist: 4096, M: 64, nprobe: 100, kfactor: 10 227.705 110802 54139 0.97805
hippo_ivf_pq nlist: 512, M: 64, nprobe: 200, kfactor: 100 60.501 2292.39 1919758 0.99925
nlist: 2048, M: 64, nprobe: 200, kfactor: 100 106.678 4603.37 962491 0.99909
nlist: 4096, M: 64, nprobe: 100, kfactor: 10 239.672 11263.7 443060 0.98806
hippo_hnsw M: 8, efConstruction: 500, ef_search: 50 30.366 99196.5 16753 0.86617
M: 48, efConstruction: 200, ef_search: 200 28.059 31596.3 53377 0.99832
M: 64, efConstruction: 500, ef_search: 500 64.943 12158.7 132739 0.99927

Table 23 X86 1M Sift-128-euclidean (k=10)