github-actions[bot]
commented
1 year ago | (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 |