NCA-AIIO - Essential AI Knowledge - Section 1.8

Compare and contrast GPU and CPU architectures.

Compare CPU architecture, which uses a small number of high-clock-speed cores optimised for sequential tasks, with GPU architecture, which uses thousands of smaller cores designed for parallel floating-point computation. Recognise why this parallelism makes GPUs vastly more efficient than CPUs for the matrix operations at the heart of deep learning.

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