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Bump #137

Merged
merged 1 commit into from
Sep 17, 2024
Merged

Bump #137

merged 1 commit into from
Sep 17, 2024

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@0xbe7a 0xbe7a commented Sep 17, 2024

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@0xbe7a 0xbe7a enabled auto-merge (squash) September 17, 2024 13:25
@0xbe7a 0xbe7a merged commit 10ff814 into main Sep 17, 2024
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@0xbe7a 0xbe7a deleted the bump-0.2.13 branch September 17, 2024 13:26
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(benchmark 10904034769 / 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 / 1.79 x 0.02 s / 0.03 s / 1.49 x
sklearn rf 20M lzma 6.5 MiB / 2.0 MiB / 3.21 x 10.87 s / 1.05 s / 0.10 x 0.43 s / 0.15 s / 0.36 x
sklearn rf 200M 238.8 MiB / 30.8 MiB / 7.75 x 0.16 s / 0.24 s / 1.48 x 0.24 s / 0.38 s / 1.61 x
sklearn rf 200M lzma 48.8 MiB / 14.8 MiB / 3.29 x 81.83 s / 16.74 s / 0.20 x 3.29 s / 1.18 s / 0.36 x
sklearn rf 1G 1302.2 MiB / 168.0 MiB / 7.75 x 0.82 s / 1.14 s / 1.38 x 1.24 s / 2.01 s / 1.62 x
sklearn rf 1G lzma 262.4 MiB / 99.1 MiB / 2.65 x 429.46 s / 97.80 s / 0.23 x 16.77 s / 7.09 s / 0.42 x
sklearn gb 2M 2.5 MiB / 1.1 MiB / 2.16 x 0.03 s / 0.23 s / 7.87 x 0.03 s / 0.22 s / 7.00 x
sklearn gb 2M lzma 0.6 MiB / 0.2 MiB / 3.76 x 0.84 s / 0.42 s / 0.50 x 0.07 s / 0.24 s / 3.34 x
lgbm gbdt 2M 2.6 MiB / 1.0 MiB / 2.78 x 0.05 s / 0.19 s / 3.94 x 0.01 s / 0.13 s / 15.35 x
lgbm gbdt 2M lzma 0.9 MiB / 0.5 MiB / 1.90 x 1.30 s / 0.40 s / 0.31 x 0.06 s / 0.11 s / 1.91 x
lgbm gbdt 5M 5.3 MiB / 1.9 MiB / 2.81 x 0.10 s / 0.37 s / 3.77 x 0.02 s / 0.18 s / 10.01 x
lgbm gbdt 5M lzma 1.7 MiB / 0.8 MiB / 1.96 x 3.00 s / 0.85 s / 0.28 x 0.11 s / 0.23 s / 2.02 x
lgbm gbdt 20M 22.7 MiB / 7.6 MiB / 3.00 x 0.40 s / 1.46 s / 3.67 x 0.07 s / 0.73 s / 9.95 x
lgbm gbdt 20M lzma 6.3 MiB / 3.0 MiB / 2.09 x 15.28 s / 4.02 s / 0.26 x 0.43 s / 0.89 s / 2.05 x
lgbm gbdt 100M 101.1 MiB / 33.0 MiB / 3.06 x 1.77 s / 6.79 s / 3.83 x 0.36 s / 27.39 s / 77.08 x
lgbm gbdt 100M lzma 25.6 MiB / 10.6 MiB / 2.41 x 85.20 s / 19.58 s / 0.23 x 1.93 s / 3.88 s / 2.01 x
lgbm rf 10M 10.9 MiB / 3.2 MiB / 3.46 x 0.18 s / 0.42 s / 2.40 x 0.03 s / 0.29 s / 10.52 x
lgbm rf 10M lzma 0.7 MiB / 0.4 MiB / 1.86 x 1.46 s / 0.66 s / 0.45 x 0.08 s / 0.32 s / 3.82 x

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