Closed pavelzw closed 1 year ago
(benchmark 4556367837 / 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 | 0.02 s / 0.05 s / 2.35 x | 0.02 s / 0.03 s / 1.86 x | |
sklearn rf 20M lzma | 6.5 MiB / 2.0 MiB / 3.26 x | 14.31 s / 1.48 s / 0.10 x | 0.67 s / 0.22 s / 0.33 x | |
sklearn rf 200M | 212.3 MiB / 30.6 MiB / 6.94 x | 0.16 s / 0.40 s / 2.55 x | 0.19 s / 0.36 s / 1.87 x | |
sklearn rf 200M lzma | 47.4 MiB / 14.6 MiB / 3.24 x | 117.66 s / 21.51 s / 0.18 x | 5.28 s / 1.74 s / 0.33 x | |
sklearn rf 1G | 1157.5 MiB / 166.8 MiB / 6.94 x | 1.19 s / 2.08 s / 1.75 x | 1.16 s / 1.67 s / 1.44 x | |
sklearn rf 1G lzma | 258.1 MiB / 98.1 MiB / 2.63 x | 620.28 s / 128.94 s / 0.21 x | 28.45 s / 10.27 s / 0.36 x | |
sklearn gb 2M | 2.2 MiB / 1.1 MiB / 2.08 x | 0.04 s / 0.33 s / 8.18 x | 0.04 s / 0.15 s / 3.44 x | |
sklearn gb 2M lzma | 0.6 MiB / 0.2 MiB / 3.81 x | 1.18 s / 0.52 s / 0.44 x | 0.11 s / 0.17 s / 1.61 x | |
lgbm gbdt 2M | 2.6 MiB / 1.0 MiB / 2.78 x | 0.12 s / 0.33 s / 2.77 x | 0.02 s / 0.19 s / 11.49 x | |
lgbm gbdt 2M lzma | 0.9 MiB / 0.5 MiB / 1.90 x | 1.91 s / 0.69 s / 0.36 x | 0.11 s / 0.22 s / 2.12 x | |
lgbm gbdt 5M | 5.3 MiB / 1.9 MiB / 2.81 x | 0.22 s / 0.61 s / 2.72 x | 0.03 s / 0.37 s / 12.18 x | |
lgbm gbdt 5M lzma | 1.7 MiB / 0.8 MiB / 1.96 x | 4.61 s / 1.41 s / 0.31 x | 0.19 s / 0.45 s / 2.42 x | |
lgbm gbdt 20M | 22.7 MiB / 7.6 MiB / 3.00 x | 0.92 s / 2.49 s / 2.69 x | 0.13 s / 1.52 s / 11.39 x | |
lgbm gbdt 20M lzma | 6.3 MiB / 3.0 MiB / 2.09 x | 24.99 s / 6.45 s / 0.26 x | 0.74 s / 1.81 s / 2.45 x | |
lgbm gbdt 100M | 101.1 MiB / 33.0 MiB / 3.06 x | 3.96 s / 11.32 s / 2.86 x | 0.64 s / 51.51 s / 80.20 x | |
lgbm gbdt 100M lzma | 25.6 MiB / 10.6 MiB / 2.41 x | 117.34 s / 29.92 s / 0.26 x | 3.05 s / 69.62 s / 22.85 x | |
lgbm rf 10M | 10.9 MiB / 3.2 MiB / 3.46 x | 0.45 s / 0.99 s / 2.22 x | 0.07 s / 0.68 s / 10.32 x | |
lgbm rf 10M lzma | 0.7 MiB / 0.4 MiB / 1.85 x | 2.42 s / 1.21 s / 0.50 x | 0.14 s / 0.70 s / 4.83 x |