CPU vs GPU vs TPU: Which One Do I Need?

A detailed comparison of CPUs, GPUs, and TPUs, covering their architecture, performance, and real-world applications, with example calculations to demonstrate their capabilities.

The post CPU vs GPU vs TPU: Which One Do I Need? first appeared on Dev Insights Blog.

Comments

[Emily Carter]

It depends on the workload:

• CPU – General processing

• GPU – AI/ML & parallel processing

• TPU – Optimized for deep learning

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