Measure Throughput - 2023.2 English

Vitis Unified Software Platform Documentation: Application Acceleration Development (UG1393)

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2023.2 English

Throughput is the rate at which data is being processed. To compute the throughput of a given function, divide the volume of data the function processed by the running time of the function.

TSW = max(VINPUT, VOUTPUT) / Running Time

Some functions process a pre-determined volume of data. In this case, simple code inspection can be used to determine this volume. In some other cases, the volume of data is variable. In this case, it is useful to instrument the application code with counters to dynamically measure the volume.

Measuring throughput is as important as measuring running time. While device kernels can improve overall running time, they have an even greater impact on application throughput. As such, it is important to look at throughput as the main optimization target.