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8107.02E-0822-wp-ACAP-Journey_Aug112022

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WHITE PAPER Designer's Journey: Navigating the Transition to Versal ACAP mrcy.com 6 INCREASING OUR UTILIZATION To make better use of the processor 's time, we experimented with increasing the number of beam outputs to discover how throughput would be affected. Improved Design: Simple Beamformer Kernel Stream Ports Diagram Doubled Processing Time As shown below, the single AIE processor is now tasked more than twice as efficiently. By reusing the element data with more sets of weights to produce more beams, we greatly increased our efficiency. However, this also meant that the input throughput was reduced because we were now CPU bound. Charting the throughput for designs with different numbers of beam outputs illustrates the trade-offs that should be considered when designing applications. As we increased the number of beam outputs from 4 to 5, the output rate showed a slight dip. This is because the AIE's accumulator registers could not hold all the results at the same time.

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