NORDICS20 - Assets

Deep Learning on AWS

Amazon Web Services Resources EMEA

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Amazon Web Services Deep Learning on AWS Page 36 With AWS Parallel Cluster, many AWS Cloud native products are used to launch a cluster environment that should be familiar to those running HPC workloads. You can use a job scheduler such as SLURM to schedule your training jobs on cluster. The following figure shows how this set up appears when used with Amazon EFS as the storage tier. If you want to further improve the performance of cluster, you can use Amazon P3dn Instances, with Elastic Network Adapter (ENA) and Amazon FSx for Lustre hydrated from Amazon S3. Figure 12: SLURM Architecture using Amazon EC2 and Amazon EFS Advanced Use Cases: Use Amazon SageMaker with Other AWS Services You may have an advanced use case where you must leverage other AWS services to extend the capabilities of the Amazon SageMaker provided deep learning solutions. In

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