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| <refentry> | |
| <refentryinfo> | |
| <keywordset> | |
| <keyword>Function Qualifiers</keyword> | |
| </keywordset> | |
| </refentryinfo> | |
| <refmeta> | |
| <refentrytitle>Function Qualifiers</refentrytitle> | |
| <refmiscinfo> | |
| <copyright> | |
| <year>2007-2013</year> | |
| <holder>The Khronos Group Inc. | |
| Permission is hereby granted, free of charge, to any person obtaining a | |
| copy of this software and/or associated documentation files (the | |
| "Materials"), to deal in the Materials without restriction, including | |
| without limitation the rights to use, copy, modify, merge, publish, | |
| distribute, sublicense, and/or sell copies of the Materials, and to | |
| permit persons to whom the Materials are furnished to do so, subject to | |
| the condition that this copyright notice and permission notice shall be included | |
| in all copies or substantial portions of the Materials.</holder> | |
| </copyright> | |
| </refmiscinfo> | |
| <manvolnum>3</manvolnum> | |
| </refmeta> | |
| <!-- ================================ SYNOPSIS --> | |
| <refnamediv id="FunctionQualifiers"> | |
| <refname>Function Qualifiers</refname> | |
| <refpurpose> | |
| Qualifiers for kernel functions. | |
| </refpurpose> | |
| </refnamediv> | |
| <!-- ALTERNATIVE SYNTAX SYNOPSIS (NON-FUNCTION) --> | |
| <refsect2 id="synopsis"> | |
| <title> | |
| </title> | |
| <informaltable frame="none"> | |
| <tgroup cols="1" align="left" colsep="0" rowsep="0"> | |
| <colspec colname="col1" colnum="1" /> | |
| <tbody> | |
| <row> | |
| <entry> | |
| __kernel | |
| kernel | |
| __attribute__((vec_type_hint(<type>))) | |
| __attribute__((work_group_size_hint(<emphasis>X</emphasis>, <emphasis>Y</emphasis>, <emphasis>Z</emphasis>))) | |
| __attribute__((reqd_work_group_size(<emphasis>X</emphasis>, <emphasis>Y</emphasis>, <emphasis>Z</emphasis>))) | |
| __attribute__((nosvm)) | |
| </entry> | |
| </row> | |
| </tbody> | |
| </tgroup> | |
| </informaltable> | |
| </refsect2> | |
| <!-- ================================ DESCRIPTION --> | |
| <refsect1 id="description"><title>Description</title> | |
| <para> | |
| The <function>__kernel</function> (or <function>kernel</function>) qualifier declares a | |
| function to be a kernel that can be executed by an application on an OpenCL device(s). | |
| The following rules apply to functions that are declared with this qualifier: | |
| </para> | |
| <itemizedlist mark='bullet'> | |
| <listitem> | |
| <para> | |
| It can be executed on the device only | |
| </para> | |
| </listitem> | |
| <listitem> | |
| <para> | |
| It can be called by the host | |
| </para> | |
| </listitem> | |
| <listitem> | |
| <para> | |
| It is just a regular function call if a <function>__kernel</function> function | |
| is called by another kernel function. | |
| </para> | |
| </listitem> | |
| </itemizedlist> | |
| <para> | |
| Kernel functions with variables declared inside the function with the | |
| <citerefentry href="local"><refentrytitle>__local</refentrytitle></citerefentry> | |
| or <citerefentry><refentrytitle>local</refentrytitle></citerefentry> | |
| qualifier can be called by the host using appropriate APIs such as | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry>. | |
| </para> | |
| <para> | |
| The <function>__kernel</function> and <function>kernel</function> names are reserved | |
| for use as functions qualifiers and shall not be used otherwise. | |
| </para> | |
| <bridgehead>Optional Attribute Qualifiers</bridgehead> | |
| <para> | |
| The <function>__kernel</function> qualifier can be used with the keyword <citerefentry | |
| href="attribute"><refentrytitle>__attribute__</refentrytitle></citerefentry> to | |
| declare additional information about the kernel function as described below. | |
| </para> | |
| <para> | |
| The optional <code>__attribute__((vec_type_hint(<type>)))</code> | |
| is a hint to the compiler and is intended to be a representation of the computational | |
| <emphasis>width</emphasis> of the <function>__kernel</function>, and should serve as the | |
| basis for calculating processor bandwidth utilization when the compiler is looking to | |
| autovectorize the code. In the <code>__attribute__((vec_type_hint(<type>)))</code> | |
| qualifier <type> is one of the built-in vector types or the constituent scalar | |
| element types. If <code>vec_type_hint (<type>)</code> is not specified, the | |
| kernel is assumed to have the <code>__attribute__((vec_type_hint(int)))</code> qualifier. | |
| </para> | |
| <para> | |
| Implicit in autovectorization is the assumption that any libraries called from | |
| the <function>__kernel</function> must be recompilable at run time to handle cases | |
| where the compiler decides to merge or separate workitems. This probably means that | |
| such libraries can never be hard coded binaries or that hard coded binaries must be | |
| accompanied either by source or some retargetable intermediate representation. This | |
| may be a code security question for some. | |
| </para> | |
| <para> | |
| For example, where the developer specified a width of <type>float4</type>, the compiler | |
| should assume that the computation usually uses up 4 lanes of a float vector, and would | |
| decide to merge work-items or possibly even separate one work-item into many threads | |
| to better match the hardware capabilities. A conforming implementation is not required | |
| to autovectorize code, but shall support the hint. A compiler may autovectorize, even | |
| if no hint is provided. If an implementation merges <constant>N</constant> work-items | |
| into one thread, it is responsible for correctly handling cases where the number of | |
| global or local work-items in any dimension modulo <constant>N</constant> is not zero. | |
| </para> | |
| <para> | |
| If for example, a <function>__kernel</function> function is declared with | |
| <code>__attribute__(( vec_type_hint (float4)))</code> (meaning that most | |
| operations in the <function>__kernel</function> are explicitly vectorized using | |
| <type>float4</type>) and the kernel is running using Intel® Advanced Vector | |
| Instructions (Intel® AVX) which implements a 8-float-wide vector unit, the | |
| autovectorizer might choose to merge two work-items to one thread, running a second | |
| work-item in the high half of the 256-bit AVX register. | |
| </para> | |
| <para> | |
| As another example, a Power4 machine has two scalar double precision floating-point | |
| units with an 6-cycle deep pipe. An autovectorizer for the Power4 machine might choose | |
| to interleave six kernels declared with the <code>__attribute__(( vec_type_hint | |
| (double2)))</code> qualifier into one hardware thread, to ensure that there is | |
| always 12-way parallelism available to saturate the FPUs. It might also choose to | |
| merge 4 or 8 work-items (or some other number) if it concludes that these are better | |
| choices, due to resource utilization concerns or some preference for divisibility by 2. | |
| </para> | |
| <para> | |
| The optional <code>__attribute__((work_group_size_hint(<emphasis>X</emphasis>, | |
| <emphasis>Y</emphasis>, <emphasis>Z</emphasis>)))</code> is a hint to the | |
| compiler and is intended to specify the work-group size that may be used i.e. value | |
| most likely to be specified by the <varname>local_work_size</varname> argument to | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry>. | |
| For example the <code>__attribute__((work_group_size_hint(1, 1, 1)))</code> is | |
| a hint to the compiler that the kernel will most likely be executed with a work-group | |
| size of 1. | |
| </para> | |
| <para> | |
| The optional <code>__attribute__((reqd_work_group_size(<emphasis>X</emphasis>, | |
| <emphasis>Y</emphasis>, <emphasis>Z</emphasis>)))</code> is the work-group | |
| size that must be used as the <varname>local_work_size</varname> argument to | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry>. This | |
| allows the compiler to optimize the generated code appropriately for this kernel. | |
| </para> | |
| <para> | |
| If <varname>Z</varname> is one, the <varname>work_dim</varname> argument to | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry> | |
| can be 2 or 3. If <varname>Y</varname> and <varname>Z</varname> | |
| are one, the <varname>work_dim</varname> argument to | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry> | |
| can be 1, 2 or 3. | |
| </para> | |
| <para> | |
| The optional <code>__attribute__((nosvm))</code> | |
| qualifier can be used with a pointer variable to | |
| inform the compiler that the pointer does not | |
| refer to a shared virtual memory region. | |
| </para> | |
| </refsect1> | |
| <!-- ================================ NOTES --> | |
| <!-- | |
| <refsect1 id="notes"><title>Notes</title> | |
| </refsect1> | |
| --> | |
| <!-- ================================ EXAMPLE --> | |
| <refsect2 id="example1"> | |
| <title> | |
| Example | |
| </title> | |
| <informaltable frame="none"> | |
| <tgroup cols="1" align="left" colsep="0" rowsep="0"> | |
| <colspec colname="col1" colnum="1" /> | |
| <tbody> | |
| <row> | |
| <entry> | |
| // autovectorize assuming float4 as the | |
| // basic computation width | |
| __kernel __attribute__((vec_type_hint(float4))) | |
| void foo( __global float4 *p ) { .... } | |
| // autovectorize assuming double as the | |
| // basic computation width | |
| __kernel __attribute__((vec_type_hint(double))) | |
| void foo( __global float4 *p ){ .... } | |
| // autovectorize assuming int (default) | |
| // as the basic computation width | |
| __kernel | |
| void foo( __global float4 *p ){ .... } | |
| </entry> | |
| </row> | |
| </tbody> | |
| </tgroup> | |
| </informaltable> | |
| </refsect2> | |
| <!-- ================================ SPECIFICATION --> | |
| <!-- Set the "uri" attribute in the <olink /> element to the "named destination" for the PDF page | |
| --> | |
| <refsect1 id="specification"><title>Specification</title> | |
| <para> | |
| <imageobject> | |
| <imagedata fileref="pdficon_small1.gif" format="gif" /> | |
| </imageobject> | |
| <olink uri="functionQualifiers">OpenCL Specification</olink> | |
| </para> | |
| </refsect1> | |
| <!-- ================================ ALSO SEE --> | |
| <refsect1 id="seealso"><title>Also see</title> | |
| <para> | |
| <citerefentry href="attribute"><refentrytitle>__attribute__</refentrytitle></citerefentry>, | |
| <citerefentry><refentrytitle>clEnqueueNDRangeKernel</refentrytitle></citerefentry>, | |
| <citerefentry><refentrytitle>qualifiers</refentrytitle></citerefentry> | |
| </para> | |
| </refsect1> | |
| <!-- ============================== COPYRIGHT --> | |
| <!-- Content included from copyright.inc.xsl --> | |
| <refsect3 id="Copyright"><title></title> | |
| <imageobject> | |
| <imagedata fileref="KhronosLogo.jpg" format="jpg" /> | |
| </imageobject> | |
| <para /> | |
| </refsect3> | |
| <!-- 11-Dec-2013, rev. 19 --> | |
| </refentry> | |