Random forests on Azure GPU VM using the SDK

DShree 396 Reputation points
2020-07-18T05:28:45.193+00:00

Can you please share any code examples for training random forests with GPU on Azure using libraries.
I want to run on the multiple nodes.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Ramr-msft 17,736 Reputation points
    2020-07-20T07:47:48.033+00:00

    @vautoml-0887 Thanks for the question. You can run LightGBM with boosting=random_forest, Please follow the below documentation:
    https://github.com/microsoft/LightGBM/blob/master/docs/Parameters.rst#boosting

    Here is a general tutorial on how to run LightGBM on GPU, You can run it on any Azure GPU VM:
    https://github.com/microsoft/LightGBM/blob/master/docs/GPU-Tutorial.rst

    If you need to run it on multiple nodes, there is also a distributed spark implementation available at https://github.com/Azure/mmlspark.

    Random Forests for the GPU using PyCUDA: https://pypi.org/project/cudatree/

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