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03/05/2024Azure High Performance Computing (HPC) Blog

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A quick start guide to benchmarking AI models in Azure: Llama 2 from MLPerf Inference v4.0
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By: Mark Gitau, Software Engineer, and Hugo Affaticati, Technical Program Manager 2   Useful resources: New NC H100 v5-series: Microsoft NC H100 v5-series Thought leadership article: Aka.ms/Blog/MLPerfInfv4 Azure results for MLPerf Inference: MLPerf…
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Deploy NDm_v4 (A100) Kubernetes Cluster
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Introduction Today there is a lot of interest around generative AI, specifically training and inferencing large language models (OpenAI GPT4, DALL.E2), Git copilot, Azure OpenAI service). Training these large…
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Setting Up Slurm Cloud Bursting Using CycleCloud on Azure
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Azure CycleCloud is an enterprise-friendly tool for orchestrating and managing High-Performance Computing (HPC) environments on Azure. With CycleCloud, users can provision infrastructure for HPC systems, deploy familiar HPC schedulers, and…
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A Quick Guide to Benchmarking AI Models on Azure: ResNet with MLPerf Training v3.0
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By Hugo Affaticati (Technical Program Manager), Sonal Doomra (Technical Program Manager 2), and Jon Shelley (Principal TPM Manager). Introduction Azure is pleased to showcase results from our MLPerf Training…
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New Azure NC H100 v5 VMs Optimized for Generative AI and HPC workloads is now Generally Available
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Azure NC H100 v5 virtual machines (VMs) are an excellent platform for executing diverse AI and High-Performance Computing (HPC) workloads. These workloads demand substantial computational power, large capacity of high-performance…
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Annual Roundup of AI Infrastructure Breakthroughs for 2023
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What a difference a year makes! Last year I said 2022 was a banner year for AI developments… if 2022 was a banner year then how should we describe 2023?…
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How to unmount Azure Managed Lustre filesystem using Azure Scheduled Events
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Azure Managed Lustre delivers the time-tested Lustre file system as a first-party managed service on Azure. Long-time users of Lustre on-premises can now leverage the benefits of a complete HPC solution,…
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Ramp up with me… on HPC: Understanding Virtual Machines, CPUs, and GPUs
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There are a lot of different products you need to successfully complete a high-performance computing (HPC) workload. You’ll hear several terms regularly, like virtual machines, CPUs, GPUs, compute power, and…
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Public Preview: Hibernation Support extended to GPU and more General Purpose VM sizes.
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Azure is excited to announce that hibernation support has been extended to the following General Purpose VM sizes up to 64GB RAM-: Esv5-series Edsv5-series Easv5-series Eadsv5-series In addition, as previously announced in…
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Azure announces new AI optimized VM series featuring AMD’s flagship MI300X GPU
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In our relentless pursuit of pushing the boundaries of artificial intelligence, we understand that cutting-edge infrastructure and expertise is needed to harness the full potential of advanced AI. At Microsoft,…
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Ramp up with me…on HPC: What is high-performance computing (HPC)?
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Azure Managed Lustre: not your grandparents’ parallel file system
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