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Switch to pixi with multi-env support #108

Merged
merged 5 commits into from
Feb 1, 2024
Merged

Switch to pixi with multi-env support #108

merged 5 commits into from
Feb 1, 2024

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pavelzw
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@pavelzw pavelzw commented Feb 1, 2024

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@pavelzw pavelzw added the ci Changes in the CI configuration label Feb 1, 2024
@pavelzw pavelzw marked this pull request as ready for review February 1, 2024 16:43
@pavelzw pavelzw requested a review from jonashaag February 1, 2024 16:43
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github-actions bot commented Feb 1, 2024

(benchmark 7744629437 / 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 / 2.21 x 0.02 s / 0.03 s / 1.40 x
sklearn rf 20M lzma 6.6 MiB / 2.0 MiB / 3.27 x 9.93 s / 0.84 s / 0.08 x 0.41 s / 0.15 s / 0.37 x
sklearn rf 200M 238.8 MiB / 30.8 MiB / 7.75 x 0.14 s / 0.23 s / 1.65 x 0.22 s / 0.37 s / 1.68 x
sklearn rf 200M lzma 48.0 MiB / 14.8 MiB / 3.24 x 74.39 s / 15.20 s / 0.20 x 3.17 s / 1.15 s / 0.36 x
sklearn rf 1G 1302.2 MiB / 168.0 MiB / 7.75 x 0.84 s / 1.20 s / 1.43 x 1.24 s / 1.94 s / 1.56 x
sklearn rf 1G lzma 259.6 MiB / 99.2 MiB / 2.62 x 384.49 s / 84.37 s / 0.22 x 16.19 s / 6.95 s / 0.43 x
sklearn gb 2M 2.5 MiB / 1.1 MiB / 2.16 x 0.03 s / 0.24 s / 7.69 x 0.03 s / 0.22 s / 6.42 x
sklearn gb 2M lzma 0.6 MiB / 0.2 MiB / 3.80 x 0.85 s / 0.41 s / 0.48 x 0.07 s / 0.29 s / 4.05 x
lgbm gbdt 2M 2.6 MiB / 1.0 MiB / 2.78 x 0.05 s / 0.18 s / 3.86 x 0.01 s / 0.09 s / 10.42 x
lgbm gbdt 2M lzma 0.9 MiB / 0.5 MiB / 1.90 x 1.18 s / 0.41 s / 0.35 x 0.06 s / 0.11 s / 1.96 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 / 10.51 x
lgbm gbdt 5M lzma 1.7 MiB / 0.8 MiB / 1.96 x 2.84 s / 0.82 s / 0.29 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 / 1.51 s / 3.87 x 0.07 s / 0.75 s / 10.28 x
lgbm gbdt 20M lzma 6.3 MiB / 3.0 MiB / 2.09 x 17.25 s / 3.99 s / 0.23 x 0.44 s / 0.90 s / 2.06 x
lgbm gbdt 100M 101.1 MiB / 33.0 MiB / 3.06 x 1.87 s / 6.75 s / 3.61 x 0.39 s / 25.09 s / 65.17 x
lgbm gbdt 100M lzma 25.6 MiB / 10.6 MiB / 2.41 x 75.41 s / 16.33 s / 0.22 x 1.67 s / 3.79 s / 2.26 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 / 0.27 s / 9.84 x
lgbm rf 10M lzma 0.7 MiB / 0.4 MiB / 1.86 x 1.35 s / 0.60 s / 0.44 x 0.08 s / 0.31 s / 3.80 x

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Cool!

@pavelzw pavelzw merged commit f656456 into main Feb 1, 2024
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@pavelzw pavelzw deleted the pixi-multi-env branch February 1, 2024 18:40
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