Posts tagged with "GPU"
Scaling XGBoost: Training Classification Models with Thousands of Classes
How to fix XGBoost out-of-memory errors when training multi-class models with thousands of classes on GPUs: gradient-pair matrix, three strategies (CPU, One-vs-Rest, Hierarchical Softmax), and when to use each.