Binary Classification on Bosch
12.08Total Time (s)LightGBM+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBM+Hardware=GPU, Quantization Bit-width=5-bit2022.07 | 12.08 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=4-bit2022.07 | 12.55 | — | |
| LightGBM+Hardware=GPU, Quantization Bit-width=2-bit2022.07 | 12.57 | 8.52 | |
| LightGBM+Hardware=GPU, Quantization Bit-width=3-bit2022.07 | 12.6 | — | |
| LightGBM+Hardware=GPU2022.07 | 21.41 | 16.57 | |
| CatBoostHardware=GPU2022.07 | 22.12 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=4-bit2022.07 | 46.45 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=2-bit2022.07 | 46.63 | 39.8 | |
| LightGBMHardware=CPU, Quantization Bit-width=3-bit2022.07 | 47.35 | — | |
| LightGBMHardware=CPU, Quantization Bit-width=5-bit2022.07 | 47.52 | — | |
| LightGBMHardware=CPU2022.07 | 59.94 | 53.08 | |
| XGBoostHardware=GPU2022.07 | 68.44 | — | |
| XGBoostHardware=CPU2022.07 | 130.92 | — | |
| CatBoostHardware=CPU2022.07 | 998.4 | — |