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

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

4.3.2. Activity

Activity measures the percentage of time that a predicated instruction is enabled, that is, the percentage of time an LSU receives data that it acts on.

In the Source Code tab of the GUI, the tool tip on the Occupancy% column might specify an Activity percentage. Activity differs from occupancy in that activity relates to predication, as explained below.

Each LSU has a predicate signal besides the ivalid signal. The ivalid signal indicates that upstream logic is providing valid data to the LSU. The predicate signal indicates that the LSU should act on the data that it receives. A work-item or loop iteration can occupy a memory instruction even if it is predicated. If the branch statements do not contain loops, the offline compiler converts the branches to minimize control flow, which leads to more efficient hardware. As part of the conversion, memory and channel instructions must be predicated and the output results much be selected through multiplexer logic.

Consider the following code example:

int addr = compute_address();
int x = 0;
if (some_rare_condition)
    x = src[addr];

The offline compiler will modify the code as follows:

int addr = compute_address();
int x = 0;
x = src[addr] if some_rare_condition;

In this case, src[] receives a valid address every clock cycle. Assuming src[] itself does not generate stalls into the pipeline, the ivalid signal for src[] will be high most of the time. In actuality, src[] only performs loading if the predicate signal some_rare_condition is true. Therefore, for this load operation, occupancy will be high but activity will be low.

Because activity percentages available in the tool tips do not account for predicated accesses, you can identify predicated instructions based on low activity percentages. Despite having low activity percentages, these instructions might have high occupancies.

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