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add pointers to the gpu external memory paper #5684

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May 20, 2020
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add pointers to the gpu external memory paper #5684

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2 changes: 2 additions & 0 deletions doc/gpu/index.rst
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Expand Up @@ -227,6 +227,8 @@ References

`Nvidia Parallel Forall: Gradient Boosting, Decision Trees and XGBoost with CUDA <https://devblogs.nvidia.com/parallelforall/gradient-boosting-decision-trees-xgboost-cuda/>`_

`Out-of-Core GPU Gradient Boosting <https://arxiv.org/abs/2005.09148>`_

Contributors
============
Many thanks to the following contributors (alphabetical order):
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2 changes: 2 additions & 0 deletions doc/tutorials/external_memory.rst
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Expand Up @@ -52,6 +52,8 @@ data to further reduce GPU memory usage:
'sampling_method': 'gradient_based',
}

For more information, see `this paper <https://arxiv.org/abs/2005.09148>`_.

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