… Since there’s no exclusive GPU lock mechanism on LXCs, you can use the same graphics card with multiple containers without looking into expensive workarounds. Throw in the lightweight nature of LXCs, and they’re perfect for self-hosting GPU-powered services. …
… Related Nvidia's DLSS 4.5 Multi Frame Generation is here to boost your frame rate The AI-powered feature was originally announced back at CES 2026
… Nvidia's GTC demo was running on the RTX 5090, the most powerful consumer GPU in existence. For your GPU to use NTC to slash VRAM usage without slashing performance at the same time, you'll need a powerful RTX 50 or RTX 40 series GPU. …
… The company says that the GPUs are "optimized with a fully validated, open software stack that scales AI performance from single to multi-GPU deployments." Both GPUs are built on Intel's Xe2 architecture, offering up to 32Xe cores, 32GB of GDDR6 VRAM, 367 peak TOPS, and 608 GB/s of memory bandwidth. …
… GPU passthrough is extremely simple these days. I followed the GPU passthrough guide I’d written ages ago when I rebuilt this VM back in February, and I had no trouble getting my graphics card detected on the Windows 11 instance. …
… I tend to avoid VM passthrough these days, as I’ve got multiple LXCs hooked up to my GPU, and attempting to access the same graphics card from different virtual machines is impossible on an SR-IOV-less setup such as mine. …
… SAPPHIRE PULSE Radeon RX 9070 XT $770 at Amazon Related 8GB VRAM GPUs are a trap, even if they're cheaper than the alternative Don't sacrifice GPU longevity in favor of short-term savings Outdated GPUs are hit on multiple fronts Weak rasterized or ray tracing performance is just one of the ways you… …
… The M.2 slot can provide 5-10W of power, whereas a smaller PCIe x8 slot is rated for up to 25W. When you need a multi-SSD NVMe card on your PC, you need to supply around 20–40W of power, depending on whether it's a dual-SSD or quad-SSD card. …
… Related 6 GPUs that are officially too old in 2025 These GPUs can no longer bring it in modern titles Older GPUs can still compete, thanks to software Cores have doubled, but times have changed A GeForce RTX 3070, when it came out, was one of the very best GPUs money could buy in late 2020. …
… Intel iGPUs win on the energy efficiency front as well And I don’t have to go out of my way to grab a dedicated GPU The biggest drawback of managing your own media, aside from the remote backup requirement and a crippling urge to go out and buy new hardware, is that you have to keep an eye on the e… …