In this post we describe the process to launch large, self-supervised training jobs using AWS ParallelCluster and Facebook’s Vision Self-Supervised Learning (VISSL) library. Read the Post on the AWS Blog Channel
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Knowing the physical structure of proteins is an important part of the drug discovery process. Machine learning (ML) algorithms like AlphaFold have revolutionized discoveries leading to usable protein structures. In this first part of a …
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If you’re new to AWS and wanting to do some HPC work, then it’s likely ParallelCluster is a tool you should understand. It’s creates and manages full-featured HPC clusters for you - in minutes. And those clusters can do …
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AWS Batch is a fully-managed AWS service that orchestrates vast numbers of jobs using containers. It leverages some of your favorite container systems - Amazon ECS and Kubernetes, and - above all: makes your life easier because it handles …
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We just released version 3.3 of AWS ParallelCluster, and it has a whole bag of new features. instance type allocation diversity in your queues; separation of shred volumes from the cluster lifecycle SLURM ACCOUNTING (this is pretty popular) …
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Pay-as-you-go resources are a compelling but budget-limited researchers performing HPC workloads need help working within the bounds of their grants. In this post, we show how to build a real-time cost guardian for AWS Batch to help enforce …
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Today we announced the AWS Impact Computing Project at the Harvard Data Science Initiative (HDSI) to identify potential solutions that can improve the lives of humans, other species, and natural ecosystems. Deb Goldfarb describes its goals …
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The Elastic Fabric Adapter was created so HPC and machine-learning customers could scale their tightly-coupled codes and models to thousands (and thousands) of cores without missing any performance. It has some very cool design features …
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