GPU Utilization: The Hidden Efficiency Gap in AI Training
A new benchmark reveals striking differences in GPU utilization between emerging AI startups and established tech giants, raising questions about hardware efficiency and operational scale.
Latest articles, news and analysis in the GPU category.
A new benchmark reveals striking differences in GPU utilization between emerging AI startups and established tech giants, raising questions about hardware efficiency and operational scale.
A deeper look at the ASUS ROG Equalizer connector reveals a surprising imbalance that could impact power delivery and stability on NVIDIA’s latest GPU. The findings suggest power users may need to reassess their cable choices for optimal performance.
A new QNAP NAS combines a six-year-old EPYC CPU with NVIDIA's latest Blackwell architecture, creating an unusual but potentially efficient setup for AI workloads.
AMD has integrated HDMI 2.1 support into its Linux graphics drivers, a move that opens high-bandwidth display features—including 8K resolution and 4K HDR—for users on the platform. The update, driven by collaboration with industry partners, marks a significant step forward for AMD’s open-source ecos...
AMD has submitted initial Linux kernel patches to enable full open-source HDMI 2.1 support, potentially allowing 4K at 120 Hz and 5K at 240 Hz on RDNA 3 GPUs without proprietary drivers.
The latest Arch Linux snapshot introduces Linux 7.0 kernel support, improved hardware detection, and a more polished installer experience, making it a compelling choice for fresh installs.
A compact, high-performance mini-PC from AMD is set to redefine local AI development with a powerful APU and substantial VRAM, but its true potential hinges on benchmarks yet to come.
The RTX 3060 12 GB, a relic of NVIDIA’s Ampere era, is set to return in June, complicating the company’s transition strategy and forcing IT teams to reconsider entry-level GPU investments.
The long-awaited return of the NVIDIA RTX 3060 12 GB GPU, delayed by supply chain issues and competitive market shifts, is set for a July launch. Engineers faced tough choices balancing performance, price, and power efficiency—leaving some questions about its real-world impact.
NVIDIA's latest upscaling technology, DLSS 4.5, offers a significant boost in performance and image quality over its predecessor, but comes with trade-offs that may not suit every user.
The Intel Arc G3 Extreme CPU delivers a significant performance leap over its AMD counterpart, with multicore scores nearly 20% higher and single-core improvements that could redefine handheld gaming. Its integrated Arc B380 GPU promises to outpace current standards, but real-world efficiency remain...
A small indie team has launched a quirky co-op looter shooter set in an alternate Wild West, and it’s already climbing the top of Steam’s revenue rankings—despite its modest price point.
Apple reports record revenue but signals supply chain challenges ahead. What creators need to know about pricing, availability, and operational costs.
The French studio behind GreedFall and its sequel is dissolving, leaving the game series with only one more DLC in development before support ends.
A recent development in system performance offers a fresh perspective on how IT teams can optimize workloads, but details remain limited. This article breaks down what has been confirmed, what is still unconfirmed, and the practical implications for real-world use.
The Intel Arc G3 Extreme GPU is being integrated into MSI's Claw 8 EX AI+ handheld, combining high-performance discrete graphics with AI acceleration in a compact form. This move highlights a shift toward more powerful, on-device compute solutions for mobile workflows.
Microsoft's Xbox Ally X introduces a performance optimization that could benefit small businesses, but its long-term impact remains uncertain as it competes in a crowded market.
The ASUS ROG Astral RTX 5090 pushes the boundaries of graphics card performance, achieving a world-record 3.7 GHz boost clock on a single 16-pin connector while delivering unprecedented benchmark results.