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Anybody ever successfully ran multi-node gradient boosting on Amazon SageMaker?

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Anybody ever successfully ran multi-node gradient boosting on Amazon SageMaker? I'm looking for a SageMaker-compatible multi-node training solution for either Catboost, LightGBM or XGBoost. Knowing if it's ever been done would be nice, having a public demo link would be even better :)

Topics
Machine Learning & AI
Tags
Amazon SageMaker
Language
English
AWS
EXPERT
Olivier_CR
asked 3 years ago289 views
1 Answer
0
Accepted Answer

We do have an example of distributed training of XGBoost in the sagemaker-examples repo. You can find it here: https://github.com/aws/amazon-sagemaker-examples/blob/master/introduction_to_amazon_algorithms/xgboost_abalone/xgboost_abalone_dist_script_mode.ipynb

AWS-User-4760880
answered 3 years ago

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