work_group_size_hint - 2021.2 English

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

Document ID
UG1393
ft:locale
English (United States)
Release Date
2021-12-15
Version
2021.2 English

Description

Important: This is a compiler hint, which the compiler might ignore.

The work-group size in the OpenCL API standard defines the size of the ND range space that can be handled by a single invocation of a kernel compute unit. When OpenCL kernels are submitted for execution on an OpenCL device, they execute within an index space, called an ND range, which can have 1, 2, or 3 dimensions.

OpenCL kernel functions are executed exactly one time for each point in the ND range index space. This unit of work for each point in the ND range is called a work-item. Unlike for loops in C, where loop iterations are executed sequentially and in-order, an OpenCL runtime and device is free to execute work-items in parallel and in any order.

Work-items are organized into work-groups, which are the unit of work scheduled onto compute units. The optional WORK_GROUP_SIZE_HINT attribute is part of the OpenCL Language Specification, and is a hint to the compiler that indicates the work-group size value most likely to be specified by the local_work_size argument to clEnqueueNDRangeKernel. This allows the compiler to optimize the generated code according to the expected value.

Tip: In the case of an FPGA implementation, the specification of the REQD_WORK_GROUP_SIZE attribute, instead of the WORK_GROUP_SIZE_HINT is highly recommended because it can be used for performance optimization during the generation of the custom logic for a kernel.

Syntax

Place this attribute before the kernel definition, or before the primary function specified for the kernel:

__attribute__((work_group_size_hint(<X>, <Y>, <Z>)))

Where:

  • <X>, <Y>, <Z>: Specifies the ND range of the kernel. This represents each dimension of a three dimensional matrix specifying the size of the work-group for the kernel.

Examples

The following example is a hint to the compiler that the kernel will most likely be executed with a work-group size of 1.

__attribute__((work_group_size_hint(1, 1, 1)))
__kernel void
...