highperformance

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

world of deep learning training, the role of the ML developer will be likened to that of the conductor of an orchestra. Just as a conductor must time the entry of every instrument...

AI Inference at Scale: Exploring NVIDIA Dynamo’s High-Performance Architecture

As Artificial Intelligence (AI) technology advances, the necessity for efficient and scalable inference solutions has grown rapidly. Soon, AI inference is anticipated to develop into more essential than training as firms deal with quickly...

Oh Sang-jin, AICA Director Inauguration Ceremony… “We’ll support high-performance computing resources to domestic AI corporations”

“Based on my 30 years of experience in the knowledge and communications industry, I'll devote all my efforts to realizing ‘Gwangju, an AI demonstration city’ where AI corporations can thrive.” Oh Sang-jin, the third director...

GPT-4o Mini Unveiled: A Cost-Effective, High-Performance Alternative to Claude Haiku, Gemini Flash and GPT 3.5 Turbo

OpenAI, a frontrunner in scaling Generative Pre-trained Transformer (GPT) models, has now introduced GPT-4o Mini, shifting toward more compact AI solutions. This move addresses the challenges of large-scale AI, including high costs and energy-intensive...

Deploying high-performance, energy-efficient AI

Yes, I feel over the past three or 4 years, there've been a variety of initiatives. Intel's played an enormous a part of this as well of re-imagining how servers are engineered...

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