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[quant-ranger]

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(benchmark 9539971714 / 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 / 2.04 x	0.02 s / 0.03 s / 1.47 x
sklearn rf 20M lzma	6.5 MiB / 2.0 MiB / 3.21 x	10.09 s / 0.93 s / 0.09 x	0.41 s / 0.15 s / 0.36 x
sklearn rf 200M	238.8 MiB / 30.8 MiB / 7.75 x	0.15 s / 0.23 s / 1.57 x	0.23 s / 0.38 s / 1.64 x
sklearn rf 200M lzma	48.8 MiB / 14.8 MiB / 3.29 x	74.68 s / 15.01 s / 0.20 x	3.20 s / 1.15 s / 0.36 x
sklearn rf 1G	1302.2 MiB / 168.0 MiB / 7.75 x	0.86 s / 1.18 s / 1.37 x	1.27 s / 1.93 s / 1.52 x
sklearn rf 1G lzma	262.4 MiB / 99.1 MiB / 2.65 x	394.96 s / 84.99 s / 0.22 x	16.42 s / 6.90 s / 0.42 x
sklearn gb 2M	2.5 MiB / 1.1 MiB / 2.16 x	0.03 s / 0.22 s / 8.75 x	0.03 s / 0.22 s / 7.32 x
sklearn gb 2M lzma	0.6 MiB / 0.2 MiB / 3.76 x	0.82 s / 0.39 s / 0.48 x	0.07 s / 0.24 s / 3.48 x
lgbm gbdt 2M	2.6 MiB / 1.0 MiB / 2.78 x	0.05 s / 0.18 s / 3.92 x	0.01 s / 0.12 s / 13.90 x
lgbm gbdt 2M lzma	0.9 MiB / 0.5 MiB / 1.90 x	1.06 s / 0.38 s / 0.36 x	0.06 s / 0.11 s / 1.99 x
lgbm gbdt 5M	5.3 MiB / 1.9 MiB / 2.81 x	0.09 s / 0.36 s / 3.78 x	0.02 s / 0.18 s / 10.40 x
lgbm gbdt 5M lzma	1.7 MiB / 0.8 MiB / 1.96 x	2.69 s / 0.80 s / 0.30 x	0.11 s / 0.23 s / 2.11 x
lgbm gbdt 20M	22.7 MiB / 7.6 MiB / 3.00 x	0.39 s / 1.47 s / 3.79 x	0.07 s / 0.72 s / 9.98 x
lgbm gbdt 20M lzma	6.3 MiB / 3.0 MiB / 2.09 x	13.61 s / 3.56 s / 0.26 x	0.41 s / 0.87 s / 2.10 x
lgbm gbdt 100M	101.1 MiB / 33.0 MiB / 3.06 x	1.79 s / 6.66 s / 3.73 x	0.35 s / 9.33 s / 26.40 x
lgbm gbdt 100M lzma	25.6 MiB / 10.6 MiB / 2.41 x	62.69 s / 17.71 s / 0.28 x	1.70 s / 3.77 s / 2.21 x
lgbm rf 10M	10.9 MiB / 3.2 MiB / 3.46 x	0.17 s / 0.42 s / 2.42 x	0.03 s / 0.30 s / 10.85 x
lgbm rf 10M lzma	0.7 MiB / 0.4 MiB / 1.86 x	1.28 s / 0.60 s / 0.47 x	0.08 s / 0.30 s / 3.72 x