Binary Classification on Epsilon
39.04Total Time (s)LightGBM+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBM+Hardware=GPU, Quantization Bit-width=2-bit2022.07 | 39.04 | 12.11 | |
| LightGBM+Hardware=GPU, Quantization Bit-width=3-bit2022.07 | 39.25 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=4-bit2022.07 | 39.82 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=5-bit2022.07 | 41.3 | — | |
| LightGBM+Hardware=GPU2022.07 | 87.12 | 46.96 | |
| CatBoostHardware=GPU2022.07 | 105 | — | |
| XGBoostHardware=GPU2022.07 | 311.12 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=2-bit2022.07 | 426.5 | 375.7 | |
| LightGBMHardware=CPU, Quantization Bit-width=5-bit2022.07 | 457.68 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=4-bit2022.07 | 458.62 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=3-bit2022.07 | 459.39 | — | |
| LightGBMHardware=CPU2022.07 | 519.89 | 458.46 | |
| XGBoostHardware=CPU2022.07 | 1,282.97 | — | |
| CatBoostHardware=CPU2022.07 | 1,283.4 | — |