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[pavelzw]

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(benchmark 4469779424 / attempt 1)
Base results / Our results / Change

Model	Size	Dump Time	Load Time
sklearn rf	77.2 MiB / 11.1 MiB / 6.94 x	0.04 s / 0.10 s / 2.35 x	0.06 s / 0.10 s / 1.76 x
sklearn rf LZMA	17.3 MiB / 5.3 MiB / 3.25 x	34.60 s / 5.18 s / 0.15 x	1.63 s / 0.57 s / 0.35 x
sklearn gb	2.2 MiB / 1.1 MiB / 2.08 x	0.03 s / 0.17 s / 5.79 x	0.03 s / 0.13 s / 3.83 x
sklearn gb LZMA	0.6 MiB / 0.2 MiB / 3.82 x	0.92 s / 0.36 s / 0.39 x	0.09 s / 0.14 s / 1.65 x
LGBM gbdt	5.3 MiB / 1.9 MiB / 2.81 x	0.16 s / 0.39 s / 2.44 x	0.02 s / 0.31 s / 12.73 x
LGBM gbdt LZMA	1.7 MiB / 0.8 MiB / 1.96 x	3.03 s / 0.96 s / 0.31 x	0.16 s / 0.38 s / 2.37 x
LGBM gbdt large	57.6 MiB / 18.9 MiB / 3.05 x	1.68 s / 4.13 s / 2.46 x	0.29 s / 3.38 s / 11.64 x
LGBM gbdt large LZMA	15.3 MiB / 6.7 MiB / 2.29 x	40.42 s / 11.55 s / 0.29 x	1.53 s / 3.82 s / 2.50 x
LGBM rf	1.6 MiB / 0.5 MiB / 3.42 x	0.05 s / 0.08 s / 1.84 x	0.01 s / 0.08 s / 13.01 x
LGBM rf LZMA	0.1 MiB / 0.1 MiB / 1.70 x	0.23 s / 0.12 s / 0.53 x	0.02 s / 0.08 s / 4.26 x