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GPU (Graphics Processing Unit)

A GPU is a specialized processor designed for parallel processing, now widely used for AI/ML and compute workloads.

What is a GPU?

A Graphics Processing Unit (GPU) is a specialized electronic circuit designed for rapid parallel processing, originally for graphics but now essential for AI/ML, scientific computing, and cryptocurrency mining.

GPU use cases

Machine learning training, Graphics rendering, Scientific simulation, Video processing, Cryptocurrency mining.

Common misconceptions

  • "GPUs are only for graphics" — Essential for AI/ML
  • "More GPU memory is always better" — Depends on workload
  • "Any GPU works for ML" — CUDA support often required