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[SYCL][DOC] Add sycl_ext_oneapi_user_defined_reductions specification (…
…#7202) Co-authored-by: Dmitry Vodopyanov <dmitry.vodopyanov@intel.com>
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sycl/doc/extensions/proposed/sycl_ext_oneapi_user_defined_reductions.asciidoc
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= sycl_ext_oneapi_user_defined_reductions | ||
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:source-highlighter: coderay | ||
:coderay-linenums-mode: table | ||
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// This section needs to be after the document title. | ||
:doctype: book | ||
:toc2: | ||
:toc: left | ||
:encoding: utf-8 | ||
:lang: en | ||
:dpcpp: pass:[DPC++] | ||
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// Set the default source code type in this document to C++, | ||
// for syntax highlighting purposes. This is needed because | ||
// docbook uses c++ and html5 uses cpp. | ||
:language: {basebackend@docbook:c++:cpp} | ||
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== Notice | ||
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[%hardbreaks] | ||
Copyright (C) 2022 Intel Corporation. All rights reserved. | ||
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Khronos(R) is a registered trademark and SYCL(TM) and SPIR(TM) are trademarks | ||
of The Khronos Group Inc. OpenCL(TM) is a trademark of Apple Inc. used by | ||
permission by Khronos. | ||
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== Contact | ||
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To report problems with this extension, please open a new issue at: | ||
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https://github.com/intel/llvm/issues | ||
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== Dependencies | ||
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This extension is written against the SYCL 2020 revision 5 specification. All | ||
references below to the "core SYCL specification" or to section numbers in the | ||
SYCL specification refer to that revision. | ||
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This extension also depends on the following other SYCL extensions: | ||
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* link:../experimental/sycl_ext_oneapi_group_sort.asciidoc[ | ||
sycl_ext_oneapi_group_sort] | ||
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== Status | ||
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This is a proposed extension specification, intended to gather community | ||
feedback. Interfaces defined in this specification may not be implemented yet | ||
or may be in a preliminary state. The specification itself may also change in | ||
incompatible ways before it is finalized. *Shipping software products should | ||
not rely on APIs defined in this specification.* | ||
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== Overview | ||
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The purpose of this extension is to expand functionality of `reduce_over_group` | ||
and `joint_reduce` free functions defined in section 4.17.4.5. `reduce` of the | ||
core SYCL specification by allowing user-defined binary operators and | ||
non-fundamental types. | ||
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== Specification | ||
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=== Feature test macro | ||
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This extension provides a feature-test macro as described in the core SYCL | ||
specification section 6.3.3 Feature test macros. Therefore, an implementation | ||
supporting this extension must predefine the macro | ||
`SYCL_EXT_ONEAPI_USER_DEFINED_REDUCTIONS` to one of the values defined in the | ||
table below. | ||
Application can test for existence of this macro to determine if the | ||
implementation supports this feature, or applications can test the macro's value | ||
to determine which of the extensions's APIs the implementation supports. | ||
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Table 1. Values of the `SYCL_EXT_ONEAPI_USER_DEFINED_REDUCTIONS` macro. | ||
[%header,cols="1,5"] | ||
|=== | ||
|Value |Description | ||
|1 |Initial extension version. Base features are supported. | ||
|=== | ||
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=== Reduction functions | ||
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This extension provides two overloads of `reduce_over_group` defined by the core | ||
SYCL specification. | ||
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[source,c++] | ||
---- | ||
namespace sycl::ext::oneapi::experimental { | ||
template <typename GroupHelper, typename Ptr, typename BinaryOperation> | ||
std::iterator_traits<Ptr>::value_type joint_reduce(GroupHelper g, Ptr first, Ptr last, BinaryOperation binary_op); // (1) | ||
template <typename GroupHelper, typename Ptr, typename T, typename BinaryOperation> | ||
T joint_reduce(GroupHelper g, Ptr first, Ptr last, T init, BinaryOperation binary_op); // (2) | ||
template <typename GroupHelper, typename T, typename BinaryOperation> | ||
T reduce_over_group(GroupHelper g, T x, BinaryOperation binary_op); // (3) | ||
template <typename GroupHelper, typename V, typename T, typename BinaryOperation> | ||
T reduce_over_group(GroupHelper g, V x, T init, BinaryOperation binary_op); // (4) | ||
} | ||
---- | ||
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1._Constraints_: Available only when `is_group_helper<GroupHelper>` evaluates to `true`. | ||
The behavior of this trait is defined in link:../experimental/sycl_ext_oneapi_group_sort.asciidoc[sycl_ext_oneapi_group_sort]. | ||
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_Mandates_: `binary_op(*first, *first)` must return a value of type | ||
`std::iterator_traits<Ptr>::value_type`. | ||
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_Preconditions_: `first`, `last` and the type of `binary_op` must be the same | ||
for all work-items in the group. `binary_op` must be an instance of a function | ||
object. | ||
The size of memory contained by `GroupHelper` object `g` must | ||
be at least `sizeof(T) * g.get_group().get_local_range().size()` bytes. | ||
`binary_op` must be an instance of a function object. | ||
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_Returns_: The result of combining the values resulting from dereferencing all | ||
iterators in the range `[first, last)` using the operator `binary_op`, where the | ||
values are combined according to the generalized sum defined in standard C++. | ||
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NOTE: If `T` is a fundamental type and `BinaryOperation` is a SYCL function | ||
object type, then memory attached to `GroupHelper` object `g` is not used and | ||
the call to this overload is equivalent to calling | ||
`sycl::joint_reduce(g.get_group(), first, last, binary_op)`. | ||
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2._Constraints_: Available only when `is_group_helper<GroupHelper>` evaluates to `true`. | ||
The behavior of this trait is defined in link:../experimental/sycl_ext_oneapi_group_sort.asciidoc[sycl_ext_oneapi_group_sort]. | ||
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_Mandates_: `binary_op(init, *first)` must return a value of type `T`. `T` must | ||
satisfy MoveConstructible requirement. | ||
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_Preconditions_: `first`, `last`, `init` and the type of `binary_op` must be the | ||
same for all work-items in the group. `binary_op` must be an instance of a | ||
function object. | ||
The size of memory contained by `GroupHelper` object `g` must | ||
be at least `sizeof(T) * g.get_group().get_local_range().size()` bytes. | ||
`binary_op` must be an instance of a function object. | ||
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_Returns_: The result of combining the values resulting from dereferencing all | ||
iterators in the range `[first, last)` and the initial value `init` using the | ||
operator `binary_op`, where the values are combined according to the generalized | ||
sum defined in standard C++. | ||
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3._Constraints_: Available only when `is_group_helper<GroupHelper>` evaluates to `true`. | ||
The behavior of this trait is defined in link:../experimental/sycl_ext_oneapi_group_sort.asciidoc[sycl_ext_oneapi_group_sort]. | ||
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_Mandates_: `binary_op(x, x)` must return a value of type `T`. | ||
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_Preconditions_: The size of memory contained by `GroupHelper` object `g` must | ||
be at least `sizeof(T) * g.get_group().get_local_range().size()` bytes. | ||
`binary_op` must be an instance of a function object. | ||
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_Returns_: The result of combining all the values of `x` specified by each | ||
work-item in the group using the operator `binary_op`, where the values are | ||
combined according to the generalized sum defined in standard C++. | ||
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NOTE: If `T` is a fundamental type and `BinaryOperation` is a SYCL function | ||
object type, then memory attached to `GroupHelper` object `g` is not used and | ||
the call to this overload is equivalent to calling | ||
`sycl::reduce_over_group(g.get_group(), x, binary_op)`. | ||
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4._Constraints_: Available only when `is_group_helper<GroupHelper>` evaluates to `true`. | ||
The behavior of this trait is defined in link:../experimental/sycl_ext_oneapi_group_sort.asciidoc[sycl_ext_oneapi_group_sort]. | ||
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_Mandates_: `binary_op(init, x)` and `binary_op(x, x)` must return a value of | ||
type `T`. | ||
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_Preconditions_: The size of memory contained by `GroupHelper` object `g` must | ||
be at least `sizeof(T) * g.get_group().get_local_range().size()` bytes. | ||
`binary_op` must be an instance of a function object. | ||
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_Returns_: The result of combining all the values of `x` specified by each | ||
work-item in the group and the initial value `init` using the operator | ||
`binary_op`, where the values are combined according to the generalized sum | ||
defined in standard C++. | ||
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NOTE: If `T` and `V` are fundamental types and `BinaryOperation` is a SYCL | ||
function object type, then memory attached to `GroupHelper` object `g` is not | ||
used and the call to this overload is equivalent to calling | ||
`sycl::reduce_over_group(g.get_group(), x, init, binary_op)`. | ||
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NOTE: Implementation of all overaloads may use less memory than passed | ||
to the function depending on the exact algorithm which is used for doing the | ||
reduction. | ||
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== Example usage | ||
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[source,c++] | ||
---- | ||
template <typename T> | ||
struct UserDefinedSum { | ||
T operator()(T a, T b) { | ||
return a + b; | ||
} | ||
}; | ||
q.submit([&](sycl::handler& h) { | ||
auto acc = sycl::accessor(buf, h); | ||
constexpr size_t group_size = 256; | ||
// Create enough local memory for the algorithm | ||
size_t temp_memory_size = group_size * sizeof(T); | ||
auto scratch = sycl::local_accessor<std::byte, 1>(temp_memory_size, h); | ||
h.parallel_for(sycl::nd_range<1>{N, group_size}, [=](sycl::nd_item<1> it) { | ||
// Create a handle that associates the group with an allocation it can use | ||
auto handle = sycl::ext::oneapi::experimental::group_with_scratchpad( | ||
it.get_group(), sycl::span(&scratch[0], temp_memory_size)); | ||
// Pass the handle as the first argument to the group algorithm | ||
T sum = sycl::ext::oneapi::experimental::reduce_over_group( | ||
handle, acc[it.get_global_id(0)], 0, UserDefinedSum<T>{}); | ||
}); | ||
}); | ||
---- | ||
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== Issues | ||
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Open: | ||
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. In future versions of this extension we may add a query function which would | ||
help to calculate the exact amount of memory needed for doing the reduction. |