gpu optimization

TensorRT engine building is often treated as a short setup operation, but that assumption breaks down quickly with large ONNX models, strongly typed networks, aggressive tactic selection, new GPU architectures, or an empty timing cache. A build that runs for several minutes with no visible...

Kinaxis shares advanced in Toronto trading as investors revisited the Canadian software company’s work with NVIDIA on GPU-accelerated supply chain planning, but the more important story lies beneath the market reaction. The collaboration is not simply an exercise in attaching a fashionable AI...

NVIDIA published a June 24, 2026 technical deep dive showing that BEVPoolV3 can cut bird’s-eye-view pooling latency on RTX GPUs by reorganizing scatter-heavy camera perception workloads around cache fit, precomputed indices, interval ownership, and FP8-aware kernel specialization. The important...

A transformative moment for AI on Windows arrived today with the debut of the GPU-accelerated gpt-oss-20B model, empowering developers and enthusiasts alike to harness the power of advanced, open-source reasoning directly on their own machines. Bringing leading-edge large language model...

Suffering from low FPS in Grounded 2 has emerged as a surprising and prominent headache for players across both high-end PC and console platforms. The much-anticipated survival adventure, powered by Unreal Engine 5, promises immersive visuals but often leaves gamers frustrated with unexplained...

When you unbox a brand-new laptop, the excitement of unspoiled hardware and the promise of blazing speeds is palpable. Yet, even the latest devices often ship with factory settings that prioritize a blend of power savings and general reliability rather than peak performance. While these defaults...

For PC gamers, getting the most out of Windows 11 can make the difference between a choppy, sluggish experience and silky-smooth, responsive gameplay. While Windows 11 has seen several improvements aimed at making gaming better right out of the box—such as Auto HDR, DirectStorage, and improved...

Most laptop owners feel some initial disappointment when their device, once boasting eight or more hours of battery life on the spec sheet, manages only a fraction of that in real-world use. The truth is that advertised battery endurance is often measured under ideal conditions—low screen...

Users of AMD-powered Windows systems have frequently sought ways to enhance the efficiency and intelligence of image processing, spurred by the constant evolution of artificial intelligence integration across Microsoft’s ecosystem. Microsoft’s recent release of the KB5061854 update, titled...

Qualcomm has recently introduced the Adreno Control Panel, a beta application designed to enhance the graphics performance of devices powered by the Snapdragon X Elite platform. This tool offers users the ability to fine-tune GPU settings, aiming to optimize gaming experiences on Windows-based...

There’s a certain thrill when Microsoft, in its usual, ever-reliable cadence, drops another KB update. For those powering their digital dreams—or headaches—on AMD hardware, KB5058687 signals a new front: a noteworthy update to the Image Processing AI component, now strutting its stuff in version...

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