Tag: throughput
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The Register: The troublesome economics of CPU-only AI
Source URL: https://www.theregister.com/2024/10/29/cpu_gen_ai_gpu/ Source: The Register Title: The troublesome economics of CPU-only AI Feedly Summary: At the end of the day, it all boils down to tokens per dollar Analysis Today, most GenAI models are trained and run on GPUs or some other specialized accelerator, but that doesn’t mean they have to be. In fact,…
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Cloud Blog: Unity Ads uses Memorystore to power up to 10 million operations per second
Source URL: https://cloud.google.com/blog/products/databases/unity-ads-powers-up-to-10m-operations-per-second-with-memorystore/ Source: Cloud Blog Title: Unity Ads uses Memorystore to power up to 10 million operations per second Feedly Summary: Editor’s note: Unity Ads, a mobile advertising platform, previously relying on its own self-managed Redis infrastructure, was searching for a solution that scales better for various use cases and reduces maintenance overhead. Unity…
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Hacker News: GDDR7 Memory Supercharges AI Inference
Source URL: https://semiengineering.com/gddr7-memory-supercharges-ai-inference/ Source: Hacker News Title: GDDR7 Memory Supercharges AI Inference Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses GDDR7 memory, a cutting-edge graphics memory solution designed to enhance AI inference capabilities. With its impressive bandwidth and low latency, GDDR7 is essential for managing the escalating data demands associated with…
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…
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Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size
Source URL: https://cloud.google.com/blog/products/databases/how-prefab-scales-with-spanners-postrgesql-interface/ Source: Cloud Blog Title: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size Feedly Summary: TL;DR: We use Spanner’s PostgreSQL interface at Prefab, and we’ve had a good time. It’s easy to set up, easy to use, and — surprisingly — less expensive than other databases we’ve tried for…
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The Register: Qualcomm unveils Snapdragon 8 Elite with custom cores for Android phones
Source URL: https://www.theregister.com/2024/10/22/qualcomm_snapdragon_8_elite/ Source: The Register Title: Qualcomm unveils Snapdragon 8 Elite with custom cores for Android phones Feedly Summary: New flagship SoC drops Arm and grows its own legs with Oryon During day one of Qualcomm’s Snapdragon Summit in Maui, Hawaii, it unveiled its latest flagship SoC, dubbed the Snapdragon 8 Elite. This marks…