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test numpy 2 #131

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test numpy 2 #131

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@pavelzw pavelzw commented Jul 2, 2024

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github-actions bot commented Jul 2, 2024

(benchmark 9764682453 / 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 0.01 s / 0.03 s / 2.78 x 0.01 s / 0.03 s / 3.09 x
sklearn rf 20M lzma 6.5 MiB / 2.0 MiB / 3.22 x 10.03 s / 0.91 s / 0.09 x 0.40 s / 0.15 s / 0.37 x
sklearn rf 200M 238.8 MiB / 30.8 MiB / 7.75 x 0.07 s / 0.22 s / 3.18 x 0.13 s / 0.33 s / 2.42 x
sklearn rf 200M lzma 48.8 MiB / 14.8 MiB / 3.29 x 75.03 s / 14.01 s / 0.19 x 3.16 s / 1.15 s / 0.36 x
sklearn rf 1G 1302.2 MiB / 168.0 MiB / 7.75 x 0.35 s / 1.13 s / 3.19 x 0.79 s / 1.56 s / 1.98 x
sklearn rf 1G lzma 263.4 MiB / 99.1 MiB / 2.66 x 389.63 s / 84.16 s / 0.22 x 15.92 s / 6.79 s / 0.43 x
sklearn gb 2M 2.5 MiB / 1.2 MiB / 2.15 x 0.05 s / 0.21 s / 3.86 x 0.03 s / 0.24 s / 8.57 x
sklearn gb 2M lzma 0.6 MiB / 0.2 MiB / 3.78 x 0.78 s / 0.36 s / 0.46 x 0.07 s / 0.22 s / 3.29 x
lgbm gbdt 2M 2.6 MiB / 1.0 MiB / 2.78 x 0.04 s / 0.17 s / 3.99 x 0.01 s / 0.09 s / 9.44 x
lgbm gbdt 2M lzma 0.9 MiB / 0.5 MiB / 1.90 x 0.93 s / 0.37 s / 0.39 x 0.06 s / 0.11 s / 2.03 x
lgbm gbdt 5M 5.3 MiB / 1.9 MiB / 2.81 x 0.08 s / 0.34 s / 3.96 x 0.02 s / 0.18 s / 10.08 x
lgbm gbdt 5M lzma 1.7 MiB / 0.8 MiB / 1.96 x 2.38 s / 0.81 s / 0.34 x 0.11 s / 0.23 s / 2.07 x
lgbm gbdt 20M 22.7 MiB / 7.6 MiB / 3.00 x 0.33 s / 1.40 s / 4.20 x 0.07 s / 0.73 s / 10.41 x
lgbm gbdt 20M lzma 6.3 MiB / 3.0 MiB / 2.09 x 12.63 s / 3.42 s / 0.27 x 0.40 s / 0.88 s / 2.17 x
lgbm gbdt 100M 101.1 MiB / 33.0 MiB / 3.06 x 1.54 s / 6.29 s / 4.10 x 0.32 s / 7.45 s / 23.61 x
lgbm gbdt 100M lzma 25.6 MiB / 10.6 MiB / 2.41 x 62.66 s / 17.60 s / 0.28 x 1.66 s / 3.79 s / 2.29 x
lgbm rf 10M 10.9 MiB / 3.2 MiB / 3.46 x 0.15 s / 0.39 s / 2.68 x 0.03 s / 0.27 s / 9.31 x
lgbm rf 10M lzma 0.7 MiB / 0.4 MiB / 1.86 x 1.24 s / 0.58 s / 0.47 x 0.08 s / 0.30 s / 3.57 x

@pavelzw pavelzw closed this Sep 17, 2024
@pavelzw pavelzw deleted the numpy2 branch September 17, 2024 13:34
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