Tag: real-time inference
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The Cloudflare Blog: How Cloudflare runs more AI models on fewer GPUs: A technical deep-dive
Source URL: https://blog.cloudflare.com/how-cloudflare-runs-more-ai-models-on-fewer-gpus/ Source: The Cloudflare Blog Title: How Cloudflare runs more AI models on fewer GPUs: A technical deep-dive Feedly Summary: Cloudflare built an internal platform called Omni. This platform uses lightweight isolation and memory over-commitment to run multiple AI models on a single GPU. AI Summary and Description: Yes Summary: The text discusses…
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Cloud Blog: Understanding Calendar mode for Dynamic Workload Scheduler: Reserve ML GPUs and TPUs
Source URL: https://cloud.google.com/blog/products/compute/dynamic-workload-scheduler-calendar-mode-reserves-gpus-and-tpus/ Source: Cloud Blog Title: Understanding Calendar mode for Dynamic Workload Scheduler: Reserve ML GPUs and TPUs Feedly Summary: Organizations need ML compute resources that can accommodate bursty peaks and periodic troughs. That means the consumption models for AI infrastructure need to evolve to be more cost-efficient, provide term flexibility, and support rapid…
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Cloud Blog: Accelerate your AI workloads with the Google Cloud Managed Lustre
Source URL: https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-managed-lustre-for-ai-hpc/ Source: Cloud Blog Title: Accelerate your AI workloads with the Google Cloud Managed Lustre Feedly Summary: Today, we’re making it even easier to achieve breakthrough performance for your AI/ML workloads: Google Cloud Managed Lustre is now GA, and available in four distinct performance tiers that deliver throughput ranging from 125 MB/s, 250…
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Cloud Blog: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/moloco-uses-gke-and-tpus-for-ml-workloads/ Source: Cloud Blog Title: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine Feedly Summary: In today’s congested digital landscape, businesses of all sizes face the challenge of optimizing their marketing budgets. They must find ways to stand out amid the bombardment of messages vying for potential customers’ attention.…
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Cloud Blog: PayPal’s Real-Time Revolution: Migrating to Google Cloud for Streaming Analytics
Source URL: https://cloud.google.com/blog/products/data-analytics/paypals-dataflow-migration-real-time-streaming-analytics/ Source: Cloud Blog Title: PayPal’s Real-Time Revolution: Migrating to Google Cloud for Streaming Analytics Feedly Summary: At PayPal, revolutionizing commerce globally has been a core mission for over 25 years. We create innovative experiences that make moving money, selling, and shopping simple, personalized, and secure, empowering consumers and businesses in approximately 200…
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Cloud Blog: Run your AI inference applications on Cloud Run with NVIDIA GPUs
Source URL: https://cloud.google.com/blog/products/application-development/run-your-ai-inference-applications-on-cloud-run-with-nvidia-gpus/ Source: Cloud Blog Title: Run your AI inference applications on Cloud Run with NVIDIA GPUs Feedly Summary: Developers love Cloud Run for its simplicity, fast autoscaling, scale-to-zero capabilities, and pay-per-use pricing. Those same benefits come into play for real-time inference apps serving open gen AI models. That’s why today, we’re adding support…