Distributed Unsupervised Learning in SageMaker

juvchan 0
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I am running local unsupervised learning (predominantly clustering) on a large, single node with GPU.

Does SageMaker support distributed unsupervised learning using clustering?

If yes, please provide the relevant example (preferably non-TensorFlow).

amazon-machine-learning distributed-training unsupervised-learning amazon-sagemaker amazon-web-services
1 Answers

SageMaker Training allow you to bring your own training scripts, and supports various forms of distributed training, like data/model parallel, and frameworks like PyTorch DDP, Horovod, DeepSpeed, etc. Additionally, if you want to bring your data, but not code, SageMaker training offers various unsupervised built-in algorithms, some of which are parallelizable.

Gili Nachum0
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