ROCm-Finance Blogs

This page contains a list of blog posts related to the AMD ROCm™ Finance Toolkit (ROCm-Finance) and its individual components. See ROCm Blogs for blogs related to all AMD and ROCm products.

Using Gradient Boosting Libraries on MI300X for Financial Risk Prediction

Financial institutions deal with massive datasets and complex models that demand high computational power. With AMD ROCm™ and GPU-accelerated libraries like LightGBM and ThunderGBM, we can significantly reduce training time while improving model performance.

Accelerating XGBoost with Dask using multiple AMD GPUs

XGBoost is an optimized library for distributed gradient boosting. It has become the leading machine learning library for solving regression and classification problems.