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Cloud Blog: Save early and often with multi-tier checkpointing to optimize large AI training jobs

Jun 16, 2025

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/using-multi-tier-checkpointing-for-large-ai-training-jobs/ Source: Cloud Blog Title: Save early and often with multi-tier checkpointing to optimize large AI training jobs Feedly Summary: As foundation model training infrastructure scales to tens of thousands of accelerators, efficient utilization of those high-value resources becomes paramount. In particular, as the cluster gets larger, hardware failures become more frequent (~…

Cloud Blog: C4D now GA: up to 80% higher performance for your business critical workloads

Jun 16, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/c4d-vms-unparalleled-performance-for-business-workloads/ Source: Cloud Blog Title: C4D now GA: up to 80% higher performance for your business critical workloads Feedly Summary: We’re excited to announce the general availability of our next-generation C4D virtual machine family. Powered by 5th Gen AMD EPYC processors (Turin) paired with Google Titanium’s latest advancements, C4D provides customers with meaningful…

Cloud Blog: New G4 VMs with NVIDIA RTX PRO 6000 Blackwell power AI, graphics, gaming and beyond

Jun 11, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/introducing-g4-vm-with-nvidia-rtx-pro-6000/ Source: Cloud Blog Title: New G4 VMs with NVIDIA RTX PRO 6000 Blackwell power AI, graphics, gaming and beyond Feedly Summary: Today, we’re excited to announce the preview of our new G4 VMs based on NVIDIA RTX PRO 6000 Blackwell Server edition — the first cloud provider to do so. This follows…

Cloud Blog: Selecting the right Hyperdisk block storage for your workloads

Jun 11, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/storage-data-transfer/how-to-choose-the-right-hyperdisk-block-storage-for-your-use-case/ Source: Cloud Blog Title: Selecting the right Hyperdisk block storage for your workloads Feedly Summary: As you adopt Google Cloud or migrate to the latest Compute Engine VMs or to Google Kubernetes Engine (GKE), selecting the right block storage for your workload is crucial. Hyperdisk, Google Cloud’s workload-optimized block storage that’s designed…

Cloud Blog: Unlock 66% better price-performance with new M4 VMs for memory-intensive workloads

Jun 9, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/m4-vms-are-designed-for-memory-intensive-workloads-like-sap/ Source: Cloud Blog Title: Unlock 66% better price-performance with new M4 VMs for memory-intensive workloads Feedly Summary: Today, we’re excited to announce the general availability of the memory-optimized machine series: Compute Engine M4, our most performant memory-optimized VM with under 6TB of memory. The M4 family is designed for workloads like SAP…

Cloud Blog: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing

May 22, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/ai-machine-learning/elastic-training-and-optimized-checkpointing-improve-ml-goodput/ Source: Cloud Blog Title: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing Feedly Summary: Want to save some money on large AI training? For a typical PyTorch LLM training workload that spans thousands of accelerators for several weeks, a 1% improvement in ML Goodput can translate to…

Cloud Blog: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger

May 16, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/ai-hypercomputer-enhancements-for-the-developer/ Source: Cloud Blog Title: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger Feedly Summary: Building cutting-edge AI models is exciting, whether you’re iterating in your notebook or orchestrating large clusters. However, scaling up training can present significant challenges, including navigating complex infrastructure, configuring software and dependencies across numerous…

AWS News Blog: New Amazon EC2 P6-B200 instances powered by NVIDIA Blackwell GPUs to accelerate AI innovations

May 16, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://aws.amazon.com/blogs/aws/new-amazon-ec2-p6-b200-instances-powered-by-nvidia-blackwell-gpus-to-accelerate-ai-innovations/ Source: AWS News Blog Title: New Amazon EC2 P6-B200 instances powered by NVIDIA Blackwell GPUs to accelerate AI innovations Feedly Summary: The P6-B200 EC2 instances powered by NVIDIA Blackwell B200 GPUs offer up to twice the performance of previous P5en instances for machine learning and high-performance computing workloads. AI Summary and Description:…

Cloud Blog: From LLMs to image generation: Accelerate inference workloads with AI Hypercomputer

May 9, 2025

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by

Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/ai-hypercomputer-inference-updates-for-google-cloud-tpu-and-gpu/ Source: Cloud Blog Title: From LLMs to image generation: Accelerate inference workloads with AI Hypercomputer Feedly Summary: From retail to gaming, from code generation to customer care, an increasing number of organizations are running LLM-based applications, with 78% of organizations in development or production today. As the number of generative AI applications…

AWS News Blog: In the works – AWS South America (Chile) Region

May 7, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://aws.amazon.com/blogs/aws/coming-soon-aws-south-america-chile-region/ Source: AWS News Blog Title: In the works – AWS South America (Chile) Region Feedly Summary: AWS announces plans to launch a new AWS Region in Chile by the end of 2026 with three Availability Zones, marking the third AWS Region in Latin American alongside existing Regions in São Paulo and Mexico,…

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