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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