GPU prices and availability remain under pressure, pushing attention to used cards, power/thermal tuning, and open-source acceleration stacks. Alternative drivers and runtimes for AMD, Intel, Vivante, and Rust-on-GPU continue to mature.
A shopper found an RTX 5080 for $702 at Walmart, saving nearly $800 compared to current retail prices. More than a lucky break, the episode reveals the gap between official pricing and real-world cost of consumer GPUs, with direct effects on TCO for ...
A user found the factory protective film still on the VRM thermal pads of an RTX 3070 after five years, causing chronic overheating. Removing it and reapplying thermal paste lowered the GPU hotspot temperature by 30°C. The case highlights a quality-c...
The open-source Etnaviv driver, originally created for Vivante GPUs and later extended to NPUs, can now run YOLOX. The development points to a practical alternative to proprietary SDKs for local edge inference.
The new open-source release for Windows and Linux brings no immediate performance leaps, but deepens support for unannounced Intel GPU hardware. A strategic signal for teams evaluating local compute stacks and alternatives to dominant GPU vendors.
Google has tied a warrant to Marvell that vests through fiscal 2033 and covers five chip categories. TPU sourcing now extends beyond a single supplier, signaling a multi-vendor strategy for custom accelerators.
The Hydra update adds VRAM and power limit controls for RTX 50 GPUs, with memory offset up to +3000 MHz. For teams running LLMs locally, memory bandwidth is often the bottleneck: finer control promises extra headroom, but stability testing remains es...
A CDW listing shows the PNY NVIDIA RTX Pro 6000 with 96 GB GDDR7 jumping from $16,000 to $19,999. The move reignites debate about cost and predictability of professional GPUs for on-premises AI workloads.
A new paper on LLVM offloading to GPUs with Rust discusses the prospects of leveraging memory safety in GPU kernels. Compared with C++/CUDA/HIP, Rust's model can reduce entire classes of critical bugs. For self-hosted deployments this has implication...
AMD engineers are developing a backend to improve ROCm support for virtualized GPU compute under QEMU. The effort targets more stable use of AMD GPUs inside virtual machines, a critical issue for on-premises and private cloud infrastructure. AI-RADAR...
PC Partner warns that GPU prices will keep rising and budget cards will become harder to find. An analyst suggests manufacturers are raising prices beyond memory cost increases. For on-premise LLM deployments, this affects TCO and availability of VRA...
