zilliztech / starling

Other
41 stars 13 forks source link

Update README.md and arXiv Link #25

Closed PwzXxm closed 10 months ago

github-actions[bot] commented 10 months ago

Results on ubuntu-20.04 and float dataset float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS0_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 479.31 33346.12 94196.00 17.36 13.90 38 38 40 86.08 12 2 432.41 36920.31 105604.00 19.17 15.90 38 38 40 89.39 14 2 397.99 40117.82 95883.00 20.99 16.50 38 38 41 91.62 16 2 366.59 43610.50 103100.00 22.85 20.08 38 38 41 93.40

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS0_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 539.13 29632.80 70675.00 15.54 9.21 51 51 52 86.09 12 2 481.98 33105.95 90742.00 17.34 11.15 51 51 53 89.32 14 2 436.17 36574.27 107065.00 19.17 12.03 51 51 54 91.60 16 2 396.65 40299.74 163187.00 21.03 13.81 51 51 54 93.41

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 743.49 21420.50 86032.00 11.26 0.00 38 38 47 94.60 12 2 691.85 23021.05 83621.00 12.10 0.00 38 38 47 96.12 14 2 642.51 24783.90 119680.00 12.92 0.00 38 38 48 97.04 16 2 606.80 26245.13 126461.00 13.74 0.00 38 38 48 97.77

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE1000_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 1058.27 15033.47 66466.00 7.87 0.00 39 48 49 94.28 12 2 965.64 16484.19 60021.00 8.67 0.00 39 48 49 95.80 14 2 886.95 17953.85 66565.00 9.46 0.00 39 48 49 96.80 16 2 813.34 19573.77 103317.00 10.25 0.00 39 48 49 97.57

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 814.62 19491.48 84813.00 10.24 0.00 39 39 46 94.59 12 2 755.24 21091.13 83776.00 11.08 0.00 39 39 48 96.07 14 2 698.15 22785.51 79795.00 11.91 0.00 39 39 48 97.04 16 2 654.62 24337.15 166896.00 12.74 0.00 39 39 49 97.73

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ1_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 755.22 21020.90 61316.00 11.02 0.00 39 39 46 94.60 12 2 705.00 22581.39 89637.00 11.85 0.00 39 39 47 96.10 14 2 657.52 24223.15 105385.00 12.68 0.00 39 39 47 97.02 16 2 619.58 25715.67 102854.00 13.51 0.00 39 39 48 97.70

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{1}_GP_LOCK_NUMS100_GP_CUT3.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 699.83 22751.27 216583.00 11.49 0.00 38 38 46 90.59 12 2 666.22 23905.65 99736.00 12.56 0.00 38 38 47 92.88 14 2 611.28 26057.41 98481.00 13.64 0.00 38 38 47 94.54 16 2 565.48 28136.86 101838.00 14.72 0.00 38 38 48 95.74

float_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ1_PS1_USE_RATIO1.0_GP_USE_FREQ{1}_GP_LOCK_NUMS100_GP_CUT3.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 724.03 21989.20 66630.00 11.55 0.00 39 39 47 90.48 12 2 662.63 24028.96 66311.00 12.64 0.00 39 39 47 92.84 14 2 609.49 26138.69 99732.00 13.73 0.00 39 39 48 94.47 16 2 562.63 28224.72 100283.00 14.82 0.00 39 39 48 95.68

github-actions[bot] commented 10 months ago

Results on ubuntu-20.04 and uint8 dataset int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS0_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 464.88 34381.45 145057.00 17.83 16.04 24 24 26 86.22 12 2 422.78 37806.66 105891.00 19.63 18.17 24 24 26 89.44 14 2 389.83 41009.56 104209.00 21.46 17.72 24 24 27 91.69 16 2 359.44 44472.11 106204.00 23.30 21.79 24 24 27 93.38

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS0_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 518.80 30780.52 219346.00 15.88 12.73 28 28 30 86.39 12 2 463.06 34517.24 529523.00 17.68 15.39 28 28 30 89.49 14 2 426.77 37405.44 182332.00 19.51 17.25 28 28 31 91.77 16 2 388.73 41065.00 125838.00 21.36 19.98 28 28 31 93.51

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 757.94 20943.40 86696.00 10.99 0.00 25 25 34 95.09 12 2 671.77 23712.99 186834.00 11.77 0.00 25 25 35 96.29 14 2 659.13 24166.31 182312.00 12.55 0.00 25 25 35 97.24 16 2 618.07 25707.50 169540.00 13.33 0.00 25 25 36 97.95

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE1000_BW2_T16_MEML0_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 1025.96 15398.48 91199.00 8.02 0.00 28 37 37 94.75 12 2 956.70 16630.88 59230.00 8.78 0.00 28 37 37 96.07 14 2 877.70 18101.07 68360.00 9.51 0.00 28 37 38 97.05 16 2 814.89 19472.28 112314.00 10.25 0.00 28 37 38 97.81

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 798.77 19858.20 156760.00 10.14 0.00 25 26 36 95.00 12 2 759.55 20918.43 114551.00 10.92 0.00 25 26 36 96.23 14 2 713.94 22249.36 86833.00 11.70 0.00 25 26 37 97.18 16 2 667.42 23840.25 89441.00 12.48 0.00 25 26 37 97.89

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ1_PS1_USE_RATIO1.0_GP_USE_FREQ{0}_GP_LOCK_NUMS0_GP_CUT4096.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 764.28 20830.71 166066.00 10.78 0.00 25 25 36 94.94 12 2 723.88 21993.01 94216.00 11.57 0.00 25 25 36 96.20 14 2 674.23 23619.82 106294.00 12.35 0.00 25 25 37 97.17 16 2 634.81 25086.82 99015.00 13.13 0.00 25 25 37 97.90

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ0_PS1_USE_RATIO1.0_GP_USE_FREQ{1}_GP_LOCK_NUMS100_GP_CUT3.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 719.82 22119.78 154009.00 11.33 0.00 26 26 35 90.97 12 2 665.96 23915.34 128482.00 12.37 0.00 26 26 35 93.12 14 2 624.73 25502.48 105606.00 13.40 0.00 26 26 36 94.65 16 2 578.47 27551.69 88747.00 14.45 0.00 26 26 36 95.86

int_10k_M1_R16_L32_B0.00003/search/search_SQ0_K5_CACHE0_BW2_T16_MEML5_MEMK3_MEM_USE_FREQ1_PS1_USE_RATIO1.0_GP_USE_FREQ{1}_GP_LOCK_NUMS100_GP_CUT3.log L Beamwidth QPS Mean Latency 99.9 Latency Mean IOs CPU (s) B4 Load In-Mem After Load Cache Peak Mem(MB) Recall@5 10 2 714.49 22288.35 94943.00 11.69 0.00 25 25 35 90.87 12 2 649.69 24506.73 173355.00 12.73 0.00 25 25 35 93.08 14 2 576.90 27617.84 192370.00 13.77 0.00 25 25 35 94.66 16 2 555.10 28653.94 184338.00 14.81 0.00 25 25 35 95.83