{"title":"Accelerator Cards","description":"\u003ch2\u003eAccelerate Every Layer of Your AI Pipeline\u003c\/h2\u003e\u003cp\u003eThe accelerator card is where raw compute potential meets real-world AI performance. Whether you're adding GPU capacity to an existing server, building a custom inference appliance, or equipping a workstation for model development, the card you choose determines the ceiling of what's possible — and the floor of what's frustrating. At DVUN, we stock accelerator cards across the full spectrum of AI use cases: from high-density training accelerators to power-efficient inference cards designed for edge and on-premise deployment.\u003c\/p\u003e\u003cp\u003eWhat separates a good accelerator card purchase from a bad one isn't usually the chip — it's the compatibility, the thermal envelope, the driver support, and the supply chain reliability behind it. We've built our accelerator card collection around exactly these factors, so you spend less time troubleshooting and more time running workloads.\u003c\/p\u003e\n\n\u003ch3\u003eWhy Engineers Choose DVUN Accelerator Cards\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eCross-Platform Driver Validation:\u003c\/strong\u003e Every card is verified against CUDA, ROCm, OpenCL, and major inference runtimes before it enters our catalog.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eThermal Profile Transparency:\u003c\/strong\u003e We document real-world TDP and cooling requirements, not just rated TDP, so your chassis selection is accurate from day one.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePCIe Gen4 \u0026amp; Gen5 Options:\u003c\/strong\u003e Full range of interface generations to match your existing server platform without bottlenecking bandwidth.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eTraining \u0026amp; Inference SKUs:\u003c\/strong\u003e Separate product lines optimized for high-throughput training workloads versus low-latency, power-efficient inference serving.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eVerified In-Stock Availability:\u003c\/strong\u003e No phantom inventory. What's listed is what's ready to ship from verified stock.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eCompatibility Advisory Included:\u003c\/strong\u003e Not sure which card fits your server and software stack? Our hardware team will tell you before you order.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eImagine It In Your Environment\u003c\/h3\u003e\u003cp\u003e\u003cstrong\u003eScenario 1 — Expanding an Existing Training Cluster:\u003c\/strong\u003e Your current GPU servers are running at capacity and you need to add accelerator density without replacing entire nodes. You need cards that fit your existing PCIe topology, work with your current CUDA version, and don't require a chassis upgrade. DVUN's accelerator card lineup includes options validated for add-in configurations across major server platforms. Pair with our \u003ca href=\"\/collections\/gpu-servers\"\u003eGPU Servers\u003c\/a\u003e for full system builds or slot directly into your existing infrastructure.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eScenario 2 — Building a Low-Power Inference Appliance:\u003c\/strong\u003e You're deploying inference at the edge — in a facility, a vehicle, or a compact on-premise node — and you need a card that delivers strong tokens-per-second performance within a strict power budget. Our inference-optimized accelerator cards are selected for exactly this profile: high efficiency, low idle draw, and compatibility with popular inference serving frameworks. See our \u003ca href=\"\/collections\/edge-ai-nodes\"\u003eEdge AI Nodes\u003c\/a\u003e for complete edge deployment solutions.\u003c\/p\u003e\n\n\u003ch3\u003eWhat to Expect from This Collection\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003ePCIe x16 full-height and low-profile form factors\u003c\/li\u003e\n\u003cli\u003eVRAM configurations from 16GB to 80GB+ per card\u003c\/li\u003e\n\u003cli\u003eSingle-slot and dual-slot cooling designs\u003c\/li\u003e\n\u003cli\u003eActive and passive cooling variants for different chassis environments\u003c\/li\u003e\n\u003cli\u003eNVLink bridge support on select high-end training SKUs\u003c\/li\u003e\n\u003cli\u003ePower connectors: 8-pin, 16-pin (PCIe 5.0), and auxiliary configurations\u003c\/li\u003e\n\u003cli\u003eECC memory support for mission-critical inference workloads\u003c\/li\u003e\n\u003cli\u003eValidated compatibility with Linux and Windows Server environments\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eThe Right Card Changes Everything\u003c\/h3\u003e\u003cp\u003eAn accelerator card is one of the highest-leverage hardware decisions in your AI stack. Get it right and your entire pipeline runs faster, cheaper, and more reliably. Get it wrong and you're debugging driver conflicts at 2am before a demo. DVUN exists to make sure you get it right. \u003ca href=\"\/pages\/request-a-quote\"\u003eRequest a quote\u003c\/a\u003e for volume orders or reach out to our compatibility advisory team for a personalized recommendation.\u003c\/p\u003e","products":[],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0671\/0525\/9582\/collections\/accelerator-cards.png?v=1782103852","url":"https:\/\/dvun.com\/collections\/accelerator-cards.oembed","provider":"DVUN","version":"1.0","type":"link"}