Closed jonashaag closed 1 year ago
(benchmark 5772942000 / 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 | 0.03 s / 0.05 s / 1.36 x | 0.03 s / 0.05 s / 1.46 x | |
sklearn rf 20M lzma | 7.6 MiB / 2.0 MiB / 3.78 x | 14.89 s / 1.21 s / 0.08 x | 0.64 s / 0.21 s / 0.33 x | |
sklearn rf 200M | 238.8 MiB / 30.8 MiB / 7.75 x | 0.26 s / 0.37 s / 1.42 x | 0.32 s / 0.53 s / 1.69 x | |
sklearn rf 200M lzma | 49.8 MiB / 14.8 MiB / 3.36 x | 122.76 s / 20.20 s / 0.16 x | 4.77 s / 1.64 s / 0.34 x | |
sklearn rf 1G | 1302.2 MiB / 168.0 MiB / 7.75 x | 1.79 s / 2.06 s / 1.15 x | 1.93 s / 2.75 s / 1.42 x | |
sklearn rf 1G lzma | 295.6 MiB / 99.2 MiB / 2.98 x | 706.45 s / 110.66 s / 0.16 x | 26.47 s / 9.65 s / 0.36 x | |
sklearn gb 2M | 2.5 MiB / 1.1 MiB / 2.16 x | 0.04 s / 0.31 s / 8.29 x | 0.04 s / 0.31 s / 7.34 x | |
sklearn gb 2M lzma | 0.7 MiB / 0.2 MiB / 4.44 x | 1.11 s / 0.45 s / 0.41 x | 0.10 s / 0.27 s / 2.68 x | |
lgbm gbdt 2M | 2.6 MiB / 1.0 MiB / 2.78 x | 0.08 s / 0.27 s / 3.18 x | 0.01 s / 0.12 s / 10.17 x | |
lgbm gbdt 2M lzma | 0.9 MiB / 0.5 MiB / 1.90 x | 1.28 s / 0.50 s / 0.39 x | 0.08 s / 0.16 s / 1.96 x | |
lgbm gbdt 5M | 5.3 MiB / 1.9 MiB / 2.81 x | 0.15 s / 0.53 s / 3.49 x | 0.03 s / 0.25 s / 9.88 x | |
lgbm gbdt 5M lzma | 1.7 MiB / 0.8 MiB / 1.96 x | 3.24 s / 1.07 s / 0.33 x | 0.15 s / 0.32 s / 2.07 x | |
lgbm gbdt 20M | 22.7 MiB / 7.6 MiB / 3.00 x | 0.63 s / 2.06 s / 3.29 x | 0.11 s / 1.05 s / 9.29 x | |
lgbm gbdt 20M lzma | 6.3 MiB / 3.0 MiB / 2.09 x | 18.39 s / 5.11 s / 0.28 x | 0.62 s / 1.27 s / 2.05 x | |
lgbm gbdt 100M | 101.1 MiB / 33.0 MiB / 3.06 x | 2.70 s / 8.97 s / 3.33 x | 0.50 s / 49.00 s / 98.39 x | |
lgbm gbdt 100M lzma | 25.6 MiB / 10.6 MiB / 2.41 x | 86.08 s / 24.25 s / 0.28 x | 2.44 s / 5.30 s / 2.17 x | |
lgbm rf 10M | 10.9 MiB / 3.2 MiB / 3.46 x | 0.31 s / 0.65 s / 2.09 x | 0.05 s / 0.41 s / 8.97 x | |
lgbm rf 10M lzma | 0.7 MiB / 0.4 MiB / 1.86 x | 1.78 s / 0.90 s / 0.51 x | 0.12 s / 0.45 s / 3.65 x |
Ah wait just saw that I already did this in #77