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The graphics card (GPU)

A graphics card computes the image for the monitor. Because it can do huge numbers of simple calculations at once, it also became the engine of artificial intelligence. NVIDIA introduced the GeForce 256 in 1999 as the “first GPU”.

From games to computing

The 1990s brought 3D accelerators such as the 3dfx Voodoo. The GeForce 256 handled transformation and lighting on the card, and NVIDIA called it a GPU. It soon turned out that thousands of small cores were useful for more than games.

CUDA and AI

NVIDIA released CUDA, which let GPUs be programmed for general computing. In 2012 the AlexNet neural network was trained on two gaming cards and started the deep learning revolution. Today NVIDIA data-centre chips are the most sought-after hardware in the world.

Choosing a card

  • Resolution and games decide, not just the model number.
  • Watch the video memory (VRAM): 8 GB is little for new games today.
  • A strong card needs a quality power supply and good case cooling.
  • Technologies such as DLSS and FSR boost performance with AI; see Ray tracing and DLSS.

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