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CUDA Overview

CUDA Overview

CUDA Overview

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Low Latency or High Throughput?<br />

CPU<br />

Optimized for low-latency<br />

access to cached data sets<br />

Control logic for out-of-order<br />

and speculative execution<br />

GPU<br />

Optimized for data-parallel,<br />

throughput computation<br />

Architecture tolerant of<br />

memory latency<br />

More transistors dedicated to<br />

computation

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