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What Is A GPU?

What is a GPU?

A GPU (Graphics Processing Unit) is a specialized processor originally designed to accelerate the rendering of images and video. Unlike a CPU (Central Processing Unit), which excels at sequential tasks, a GPU is optimized for parallel processing, with hundreds or thousands of smaller cores working simultaneously.

Why GPUs Matter

Modern applications AI training, real-time video analytics, scientific simulations, and 3D rendering depend on massive parallel computation. GPUs deliver dramatically higher throughput by dividing tasks across many cores, making them indispensable for data-intensive workloads.

GPU vs. CPU

  • CPU: A few powerful cores optimized for complex logic and sequential operations.
  • GPU: Hundreds to thousands of smaller cores designed for simple, repetitive calculations in parallel.
  • Workloads: CPUs handle operating system tasks, I/O, and single-threaded applications; GPUs accelerate graphics, AI, and high-performance computing.

Common GPU Applications

  • AI & Deep Learning: Neural network training and inference with frameworks like TensorFlow and PyTorch.
  • Video Analytics: Real-time object detection, facial recognition, and license plate recognition.
  • 3D Rendering & Visualization: Accelerated 3D design, VFX, and virtual reality simulations.
  • Scientific Computing: Large-scale simulations, data analysis, and computational research.
  • Cryptocurrency Mining: High hash-rate computations for blockchain proof-of-work algorithms.

Why IronGPU Is Better

  • American Manufacturing: Every IronGPU system is designed, assembled, and tested in our Florida facility guaranteeing NDAA/TAA compliance and consistent quality control.
  • Enterprise-Grade Components: We source only the highest-reliability GPUs, CPUs, memory, and power supplies from NVIDIA, AMD, Intel, Tyan, and other top vendors.
  • Rigorous QA & Burn-In: Each server undergoes a 48-hour stress test under full GPU load plus visual and firmware inspections to catch any early-life failures.
  • Turnkey Integration: Your OS, drivers, and AI or analytics frameworks come pre-installed and tested so your team can hit the ground running on day one.
  • IronREMOTE Support: Our remote-management service gives you 24/7 visibility and control BIOS updates, diagnostics, and proactive alerts without ever needing an on-site visit.
  • Custom Engineering: Whether you need more GPUs, specialized cooling, or compliance to strict regulatory requirements, our in-house engineering team will tailor your build to your exact specifications.

Learn More

Explore our Products for GPU servers tailored to your needs, or contact us for a custom solution.

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IronGPU Services
System Design
Pre-Configuration/Staging
Remote/Onsite Service Contracts
IronGPU Training

Repair/Upgrades

IronGPU EDU
What is a GPU?
What is a GPU Server?
Raid for AI?
Why NDAA vs Non Compliance?
What GPU do I need?
What is Inference vs. Training? Build Yourself vs IronGPU?

IronGPU Info
What is AI & Deep Learning?
Edge AI vs. Cloud AI
What is GPU Cooling?
TensorFlow & PYTorch
GPU Virtualization
WorkStation or Server?

Legal Info
Standard Terms & Warranty
IronGPU License Agreement
IronGPU Privacy Policy

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