Closed pavelzw closed 1 year ago
(benchmark 4537034165 / attempt 1) Base results / Our results / Change | Model | Size | Dump Time | Load Time |
---|---|---|---|---|
sklearn rf 20M | 20.8 MiB / 3.0 MiB / 6.87 x | 0.03 s / 0.04 s / 1.37 x | 0.03 s / 0.03 s / 0.96 x | |
sklearn rf 20M lzma | 6.5 MiB / 2.0 MiB / 3.25 x | 11.57 s / 1.11 s / 0.10 x | 0.56 s / 0.19 s / 0.33 x | |
sklearn rf 200M | 212.3 MiB / 30.6 MiB / 6.94 x | 0.22 s / 0.34 s / 1.53 x | 0.27 s / 0.37 s / 1.34 x | |
sklearn rf 200M lzma | 47.5 MiB / 14.6 MiB / 3.25 x | 93.98 s / 17.47 s / 0.19 x | 4.32 s / 1.45 s / 0.34 x | |
sklearn rf 1G | 1157.5 MiB / 166.8 MiB / 6.94 x | 1.30 s / 1.65 s / 1.27 x | 1.51 s / 1.83 s / 1.21 x | |
sklearn rf 1G lzma | 257.1 MiB / 98.1 MiB / 2.62 x | 475.00 s / 101.80 s / 0.21 x | 23.36 s / 8.74 s / 0.37 x | |
sklearn gb 2M | 2.2 MiB / 1.1 MiB / 2.08 x | 0.03 s / 0.24 s / 8.12 x | 0.07 s / 0.16 s / 2.39 x | |
sklearn gb 2M lzma | 0.6 MiB / 0.2 MiB / 3.82 x | 0.91 s / 0.46 s / 0.50 x | 0.09 s / 0.15 s / 1.65 x | |
lgbm gbdt 2M | 2.6 MiB / 1.0 MiB / 2.78 x | 0.09 s / 0.25 s / 2.78 x | 0.01 s / 0.15 s / 12.14 x | |
lgbm gbdt 2M lzma | 0.9 MiB / 0.5 MiB / 1.90 x | 1.31 s / 0.51 s / 0.39 x | 0.08 s / 0.22 s / 2.73 x | |
lgbm gbdt 5M | 5.3 MiB / 1.9 MiB / 2.81 x | 0.18 s / 0.51 s / 2.82 x | 0.03 s / 0.32 s / 12.54 x | |
lgbm gbdt 5M lzma | 1.7 MiB / 0.8 MiB / 1.96 x | 3.12 s / 1.07 s / 0.34 x | 0.15 s / 0.38 s / 2.55 x | |
lgbm gbdt 20M | 22.7 MiB / 7.6 MiB / 3.00 x | 0.72 s / 2.11 s / 2.95 x | 0.11 s / 1.32 s / 11.83 x | |
lgbm gbdt 20M lzma | 6.3 MiB / 3.0 MiB / 2.09 x | 16.68 s / 4.86 s / 0.29 x | 0.59 s / 1.54 s / 2.61 x | |
lgbm gbdt 100M | 101.1 MiB / 33.0 MiB / 3.06 x | 3.23 s / 9.39 s / 2.91 x | 0.53 s / 116.98 s / 219.18 x | |
lgbm gbdt 100M lzma | 25.6 MiB / 10.6 MiB / 2.41 x | 83.14 s / 23.69 s / 0.28 x | 2.44 s / 98.06 s / 40.16 x | |
lgbm rf 10M | 10.9 MiB / 3.2 MiB / 3.46 x | 0.36 s / 0.69 s / 1.92 x | 0.04 s / 0.56 s / 12.54 x | |
lgbm rf 10M lzma | 0.7 MiB / 0.4 MiB / 1.85 x | 1.87 s / 0.95 s / 0.51 x | 0.12 s / 0.58 s / 4.84 x |