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ExternalAI
NVIDIA Technical Blog

Kernel Fusion in NVIDIA CUDA: Optimizing Memory Traffic and Launch Overhead

There are many ways to optimize code for GPUs. In this post, you’ll learn how kernel fusion can improve memory bandwidth and reduce kernel launch overhead,... There are many ways to optimize code for GPUs. In this post, you’ll learn how kernel fusion can improve memory bandwidth and reduce kernel launch overhead, along with multiple ways to apply it in NVIDIA CUDA code. A common bottleneck when writing GPU code is that GPU compute is so fast that even high-bandwidth device memory doesn’t use the

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ExternalAI
NVIDIA Technical Blog

AI Model Co-Design: Hardware-Friendly LLM Design

AI performance comes down to three dimensions:  Accuracy: How well the model reasons and produces outputs Throughput: How many tokens per second a... AI performance comes down to three dimensions: Deployments must balance all three: High accuracy is wasted if responses are slow, and raw throughput means little if each user’s experience is laggy. Practical systems therefore optimize accuracy, throughput, and interactivity together. This post focuses on throughput and interactivity, and how model-

NVIDIA Technical BlogRead original
ExternalObservability
Grafana Blog

'Grafana's Big Tent' podcast: Anthropic on agentic coding, observability, and the future of software engineering

In this episode of "Grafana's Big Tent" podcast, hosts Mat Ryer, Senior Director of AI at Grafana Labs, and Tom Wilkie, CTO at Grafana Labs, sit down with Eric Burns, Field Executive Architect at Anthropic, to talk about why Anthropic bet early on running across every major cloud, what it's like watching a technology go from "interesting" to "obviously inevitable" in real time, and how agentic coding tools have changed the day-to-day of building software at Grafana Labs. You can watch the full e

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External
The Hacker News

URGENT - Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers Over Security Threat

Progress Software has told ShareFile customers to shut down the Windows servers running their Storage Zone Controllers, confirming to The Hacker News that it is responding to a "credible external security threat." The company has temporarily disabled access to the affected accounts, a step it says it took "out of an abundance of caution" while it works with internal and external security

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ExternalTechnology Trends
The Verge Tech

Netflix is turning into YouTube

Netflix has shows and movies. And video games. And live sports. And podcasts. And also, apparently, YouTube videos? For a company that used to seem like the next big thing in TV, it all feels a little frenetic, and maybe a tad desperate. For a company that sees sleep as its primary competitor, it might all make perfect sense. On this episode of The Vergecast, David and Nilay try to figure out why Netflix continues to expand its content machine and whether the company's ongoing YouTube-ification

The Verge TechRead original

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