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 80.683 3845.48 90118 0.93938
nlist: 2048, sq_type: SQ8, nprobe: 200, kfactor: 100 165.684 828.663 393017 0.99952
nlist: 512,sq_type: SQ8, nprobe: 200, kfactor: 10 80.633 210.783 1531054 0.99993
nlist: 512, sq_type: SQfp16, nprobe: 10, kfactor: 10 81.92 2170.47 154801 0.93938
nlist: 2048, sq_type: SQfp16, nprobe: 200, kfactor: 100 166.636 427.741 598207 0.99952
nlist: 512,sq_type: SQfp16, nprobe: 200, kfactor: 10 82.074 109.265 2965730 0.99992
hippo_ivf_pq_fs nlist: 512, M: 64, nprobe: 200, kfactor: 100 118.395 948.099 1290500 0.99984
nlist: 2048, M: 64, nprobe: 200, kfactor: 100 205.804 3447.84 362995 0.99942
nlist: 4096, M: 64, nprobe: 100, kfactor: 10 427.115 12232.8 146739 0.97275
hippo_ivf_pq nlist: 512, M: 64, nprobe: 200, kfactor: 100 140.639 247.386 4921222 0.99925
nlist: 2048, M: 64, nprobe: 200, kfactor: 100 215.083 943.756 1280988 0.99952
nlist: 4096, M: 64, nprobe: 100, kfactor: 10 441.054 3195.08 392032 0.99256
hippo_hnsw M: 8, efConstruction: 500, ef_search: 50 395.657 93346.5 17690 0.76388
M: 48, efConstruction: 200, ef_search: 200 485.127 19886.5 83525 0.99698
M: 64, efConstruction: 500, ef_search: 500 1204.187 6767.26 208997 0.99982

Table 24 X86 10M Sift-128-euclidean (k=10)