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add pointers to the gpu external memory paper (#5684)

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Rong Ou 2020-05-19 19:46:16 -07:00 committed by GitHub
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doc/gpu/index.rst
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@ -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/>`_ `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 Contributors
============ ============
Many thanks to the following contributors (alphabetical order): Many thanks to the following contributors (alphabetical order):

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doc/tutorials/external_memory.rst
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@ -52,6 +52,8 @@ data to further reduce GPU memory usage:
'sampling_method': 'gradient_based', 'sampling_method': 'gradient_based',
} }
For more information, see `this paper <https://arxiv.org/abs/2005.09148>`_.
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