Accelerating XGBoost on GPU Clusters with Dask – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-22T17:56:55Z http://www.open-lab.net/blog/feed/ Belen Tegegn <![CDATA[Accelerating XGBoost on GPU Clusters with Dask]]> http://www.open-lab.net/blog/?p=33020 2022-08-21T23:51:58Z 2021-06-17T15:00:00Z In XGBoost 1.0, we introduced a new official Dask interface to support efficient distributed training.  Fast-forwarding to XGBoost 1.4, the interface is...]]> In XGBoost 1.0, we introduced a new official Dask interface to support efficient distributed training.  Fast-forwarding to XGBoost 1.4, the interface is...

In XGBoost 1.0, we introduced a new official Dask interface to support efficient distributed training. Fast-forwarding to XGBoost 1.4, the interface is now feature-complete. If you are new to the XGBoost Dask interface, look at the first post for a gentle introduction. In this post, we look at simple code examples, showing how to maximize the benefits of GPU acceleration.

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