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Article • 10 months ago

Maximizing AI Efficiency: Choosing Between CPUs and GPUs

GPU.net
Maximizing AI Efficiency: Choosing Between CPUs and GPUs
Summary
  • CPUs are versatile but struggle with highly parallel workloads, making GPUs the preferred choice for intensive data computation and real-time performance.
  • Specialized hardware like TPUs outperform CPUs in specific tasks, such as matrix operations, enhancing efficiency and speed in AI computations.

Source: https://medium.com/@GPUnet/can-you-train-ai-models-on-cpus-how-many-would-you-need-06b677950ffc

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