Closed quant-ranger[bot] closed 10 months ago
(benchmark 7374308396 / attempt 1) Base results / Our results / Change | Model | Size | Dump Time | Load Time |
---|---|---|---|---|
sklearn rf 20M | 23.4 MiB / 3.0 MiB / 7.67 x | 0.02 s / 0.03 s / 1.37 x | 0.02 s / 0.03 s / 1.35 x | |
sklearn rf 20M lzma | 6.6 MiB / 2.0 MiB / 3.27 x | 10.13 s / 0.88 s / 0.09 x | 0.42 s / 0.15 s / 0.36 x | |
sklearn rf 200M | 238.8 MiB / 30.8 MiB / 7.75 x | 0.15 s / 0.22 s / 1.46 x | 0.21 s / 0.37 s / 1.70 x | |
sklearn rf 200M lzma | 48.0 MiB / 14.8 MiB / 3.24 x | 76.90 s / 15.79 s / 0.21 x | 3.20 s / 1.16 s / 0.36 x | |
sklearn rf 1G | 1302.2 MiB / 168.0 MiB / 7.75 x | 0.87 s / 1.15 s / 1.33 x | 1.25 s / 1.87 s / 1.49 x | |
sklearn rf 1G lzma | 259.6 MiB / 99.2 MiB / 2.62 x | 398.56 s / 84.19 s / 0.21 x | 16.31 s / 6.88 s / 0.42 x | |
sklearn gb 2M | 2.5 MiB / 1.1 MiB / 2.16 x | 0.03 s / 0.23 s / 8.77 x | 0.03 s / 0.24 s / 7.87 x | |
sklearn gb 2M lzma | 0.6 MiB / 0.2 MiB / 3.80 x | 0.84 s / 0.33 s / 0.39 x | 0.07 s / 0.22 s / 3.16 x | |
lgbm gbdt 2M | 2.6 MiB / 1.0 MiB / 2.78 x | 0.05 s / 0.18 s / 3.60 x | 0.01 s / 0.08 s / 10.16 x | |
lgbm gbdt 2M lzma | 0.9 MiB / 0.5 MiB / 1.90 x | 1.09 s / 0.38 s / 0.35 x | 0.06 s / 0.13 s / 2.33 x | |
lgbm gbdt 5M | 5.3 MiB / 1.9 MiB / 2.81 x | 0.10 s / 0.35 s / 3.46 x | 0.02 s / 0.17 s / 10.23 x | |
lgbm gbdt 5M lzma | 1.7 MiB / 0.8 MiB / 1.96 x | 2.83 s / 0.81 s / 0.29 x | 0.11 s / 0.22 s / 2.01 x | |
lgbm gbdt 20M | 22.7 MiB / 7.6 MiB / 3.00 x | 0.40 s / 1.48 s / 3.67 x | 0.10 s / 0.71 s / 7.33 x | |
lgbm gbdt 20M lzma | 6.3 MiB / 3.0 MiB / 2.09 x | 15.69 s / 3.83 s / 0.24 x | 0.44 s / 0.91 s / 2.09 x | |
lgbm gbdt 100M | 101.1 MiB / 33.0 MiB / 3.06 x | 1.93 s / 6.60 s / 3.42 x | 0.36 s / 30.64 s / 86.12 x | |
lgbm gbdt 100M lzma | 25.6 MiB / 10.6 MiB / 2.41 x | 71.21 s / 18.54 s / 0.26 x | 1.77 s / 3.72 s / 2.10 x | |
lgbm rf 10M | 10.9 MiB / 3.2 MiB / 3.46 x | 0.18 s / 0.42 s / 2.33 x | 0.03 s / 0.29 s / 10.71 x | |
lgbm rf 10M lzma | 0.7 MiB / 0.4 MiB / 1.86 x | 1.46 s / 0.63 s / 0.43 x | 0.08 s / 0.29 s / 3.53 x |
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