Intel® FPGA SDK for OpenCL™ Standard Edition: Best Practices Guide

ID 683176
Date 9/24/2018
Public
Document Table of Contents

5.1. Addressing Single Work-Item Kernel Dependencies Based on Optimization Report Feedback

In many cases, designing your OpenCL™ application as a single work-item kernel is sufficient to maximize performance without performing additional optimization steps. To further improve the performance of your single work-item kernel, you can optimize it by addressing dependencies that the optimization report identifies.

The following flowchart outlines the approach you can take to iterate on your design and optimize your single work-item kernel. For usage information on the Emulator and the Profiler, refer to the Emulating and Debugging Your OpenCL Kernel and Profiling Your OpenCL Kernel sections of the Standard Edition Programming Guide, respectively. For information on the GUI and profiling information, refer to the Profile Your Kernel to Identify Performance Bottlenecks section.

recommends the following optimization options to address single work-item kernel loop-carried dependencies, in order of applicability: removal, relaxation, simplification, and transfer to local memory.

Figure 73. Optimization Work Flow of a Single Work-Item Kernel

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