Initial SYCL2020 USM implementation
This commit is contained in:
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@ -5,6 +5,7 @@ All notable changes to this project will be documented in this file.
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### Added
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### Added
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- Ability to build Kokkos and RAJA versions against existing packages.
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- Ability to build Kokkos and RAJA versions against existing packages.
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- Thrust managed memory.
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- Thrust managed memory.
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- New implementation using SYCL2020 USM (sycl2020-acc) and renamed original `sycl2020` to `sycl2020-acc`.
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### Changed
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### Changed
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- RAJA CUDA CMake build issues resolved.
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- RAJA CUDA CMake build issues resolved.
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@ -13,6 +14,8 @@ All notable changes to this project will be documented in this file.
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- OneAPI DPCPP compiler is deprecated in favour of ICPX, so added new build option to SYCL 2020 version.
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- OneAPI DPCPP compiler is deprecated in favour of ICPX, so added new build option to SYCL 2020 version.
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- Updates to the HIP kernels and API usage.
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- Updates to the HIP kernels and API usage.
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- Number of thread-blocks in CUDA dot kernel implementation changed to 1024.
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- Number of thread-blocks in CUDA dot kernel implementation changed to 1024.
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- Fix compatibility of `sycl2020` (now `sycl2020-acc`) with hipSYCL.
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## [v4.0] - 2021-12-22
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## [v4.0] - 2021-12-22
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@ -145,7 +145,8 @@ register_model(hip HIP HIPStream.cpp)
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register_model(cuda CUDA CUDAStream.cu)
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register_model(cuda CUDA CUDAStream.cu)
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register_model(kokkos KOKKOS KokkosStream.cpp)
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register_model(kokkos KOKKOS KokkosStream.cpp)
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register_model(sycl SYCL SYCLStream.cpp)
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register_model(sycl SYCL SYCLStream.cpp)
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register_model(sycl2020 SYCL2020 SYCLStream2020.cpp)
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register_model(sycl2020-acc SYCL2020 SYCLStream2020.cpp)
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register_model(sycl2020-usm SYCL2020 SYCLStream2020.cpp)
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register_model(acc ACC ACCStream.cpp)
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register_model(acc ACC ACCStream.cpp)
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# defining RAJA collides with the RAJA namespace so USE_RAJA
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# defining RAJA collides with the RAJA namespace so USE_RAJA
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register_model(raja USE_RAJA RAJAStream.cpp)
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register_model(raja USE_RAJA RAJAStream.cpp)
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@ -162,6 +163,12 @@ else ()
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message(STATUS "Selected model : ${MODEL}")
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message(STATUS "Selected model : ${MODEL}")
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endif ()
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endif ()
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if (MODEL STREQUAL "sycl2020")
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message(FATAL_ERROR "
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Model sycl2020 has been renamed to sycl2020-acc, and a new sycl2020-usm model is now available.
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Please use sycl2020-acc for SYCL2020 style accessors and sycl2020-usm for USM")
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endif ()
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# load the $MODEL.cmake file and setup the correct IMPL_* based on $MODEL
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# load the $MODEL.cmake file and setup the correct IMPL_* based on $MODEL
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load_model(${MODEL})
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load_model(${MODEL})
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@ -165,7 +165,12 @@ T SYCLStream<T>::dot()
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cgh.parallel_for(sycl::range<1>{array_size},
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cgh.parallel_for(sycl::range<1>{array_size},
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// Reduction object, to perform summation - initialises the result to zero
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// Reduction object, to perform summation - initialises the result to zero
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sycl::reduction(d_sum, cgh, std::plus<T>(), sycl::property::reduction::initialize_to_identity{}),
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// hipSYCL doesn't sypport the initialize_to_identity property yet
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#if defined(__HIPSYCL__) || defined(__OPENSYCL__)
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sycl::reduction(d_sum. template get_access<sycl::access_mode::read_write>(cgh), sycl::plus<T>()),
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#else
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sycl::reduction(d_sum, cgh sycl::plus<T>()),
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#endif
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[=](sycl::id<1> idx, auto& sum)
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[=](sycl::id<1> idx, auto& sum)
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{
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{
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sum += ka[idx] * kb[idx];
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sum += ka[idx] * kb[idx];
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@ -14,7 +14,7 @@
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#include <sycl/sycl.hpp>
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#include <sycl/sycl.hpp>
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#define IMPLEMENTATION_STRING "SYCL 2020"
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#define IMPLEMENTATION_STRING "SYCL2020 accessors"
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template <class T>
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template <class T>
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class SYCLStream : public Stream<T>
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class SYCLStream : public Stream<T>
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91
src/sycl2020-acc/model.cmake
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91
src/sycl2020-acc/model.cmake
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@ -0,0 +1,91 @@
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register_flag_optional(CMAKE_CXX_COMPILER
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"Any CXX compiler that is supported by CMake detection, this is used for host compilation when required by the SYCL compiler"
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"c++")
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register_flag_required(SYCL_COMPILER
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"Compile using the specified SYCL compiler implementation
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Supported values are
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ONEAPI-ICPX - icpx as a standalone compiler
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ONEAPI-Clang - oneAPI's Clang driver (enabled via `source /opt/intel/oneapi/setvars.sh --include-intel-llvm`)
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DPCPP - dpc++ as a standalone compiler (https://github.com/intel/llvm)
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HIPSYCL - hipSYCL compiler (https://github.com/illuhad/hipSYCL)
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COMPUTECPP - ComputeCpp compiler (https://developer.codeplay.com/products/computecpp/ce/home)")
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register_flag_optional(SYCL_COMPILER_DIR
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"Absolute path to the selected SYCL compiler directory, most are packaged differently so set the path according to `SYCL_COMPILER`:
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ONEAPI-ICPX - `icpx` must be used for OneAPI 2023 and later on releases (i.e `source /opt/intel/oneapi/setvars.sh` first)
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ONEAPI-Clang - set to the directory that contains the Intel clang++ binary.
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HIPSYCL|DPCPP|COMPUTECPP - set to the root of the binary distribution that contains at least `bin/`, `include/`, and `lib/`"
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"")
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macro(setup)
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set(CMAKE_CXX_STANDARD 17)
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if (${SYCL_COMPILER} STREQUAL "HIPSYCL")
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set(hipSYCL_DIR ${SYCL_COMPILER_DIR}/lib/cmake/hipSYCL)
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if (NOT EXISTS "${hipSYCL_DIR}")
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message(WARNING "Falling back to hipSYCL < 0.9.0 CMake structure")
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set(hipSYCL_DIR ${SYCL_COMPILER_DIR}/lib/cmake)
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endif ()
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if (NOT EXISTS "${hipSYCL_DIR}")
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message(FATAL_ERROR "Can't find the appropriate CMake definitions for hipSYCL")
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endif ()
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# register_definitions(_GLIBCXX_USE_CXX11_ABI=0)
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find_package(hipSYCL CONFIG REQUIRED)
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message(STATUS "ok")
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elseif (${SYCL_COMPILER} STREQUAL "COMPUTECPP")
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list(APPEND CMAKE_MODULE_PATH ${CMAKE_SOURCE_DIR}/cmake/Modules)
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set(ComputeCpp_DIR ${SYCL_COMPILER_DIR})
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# don't point to the CL dir as the imports already have the CL prefix
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set(OpenCL_INCLUDE_DIR "${CMAKE_SOURCE_DIR}")
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register_definitions(CL_TARGET_OPENCL_VERSION=220 _GLIBCXX_USE_CXX11_ABI=0)
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# ComputeCpp needs OpenCL
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find_package(ComputeCpp REQUIRED)
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# this must come after FindComputeCpp (!)
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set(COMPUTECPP_USER_FLAGS -O3 -no-serial-memop)
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elseif (${SYCL_COMPILER} STREQUAL "DPCPP")
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set(CMAKE_CXX_COMPILER ${SYCL_COMPILER_DIR}/bin/clang++)
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include_directories(${SYCL_COMPILER_DIR}/include/sycl)
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register_append_cxx_flags(ANY -fsycl)
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register_append_link_flags(-fsycl)
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elseif (${SYCL_COMPILER} STREQUAL "ONEAPI-ICPX")
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set(CMAKE_CXX_COMPILER icpx)
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set(CMAKE_C_COMPILER icx)
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register_append_cxx_flags(ANY -fsycl)
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register_append_link_flags(-fsycl)
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elseif (${SYCL_COMPILER} STREQUAL "ONEAPI-Clang")
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set(CMAKE_CXX_COMPILER clang++)
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set(CMAKE_C_COMPILER clang)
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register_append_cxx_flags(ANY -fsycl)
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register_append_link_flags(-fsycl)
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else ()
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message(FATAL_ERROR "SYCL_COMPILER=${SYCL_COMPILER} is unsupported")
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endif ()
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endmacro()
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macro(setup_target NAME)
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if (
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(${SYCL_COMPILER} STREQUAL "COMPUTECPP") OR
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(${SYCL_COMPILER} STREQUAL "HIPSYCL"))
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# so ComputeCpp and hipSYCL has this weird (and bad) CMake usage where they append their
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# own custom integration header flags AFTER the target has been specified
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# hence this macro here
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add_sycl_to_target(
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TARGET ${NAME}
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SOURCES ${IMPL_SOURCES})
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endif ()
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endmacro()
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269
src/sycl2020-usm/SYCLStream2020.cpp
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269
src/sycl2020-usm/SYCLStream2020.cpp
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// Copyright (c) 2015-23 Tom Deakin, Simon McIntosh-Smith, and Tom Lin
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// University of Bristol HPC
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//
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// For full license terms please see the LICENSE file distributed with this
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// source code
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#include "SYCLStream2020.h"
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#include <iostream>
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// Cache list of devices
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bool cached = false;
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std::vector<sycl::device> devices;
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void getDeviceList(void);
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template <class T>
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SYCLStream<T>::SYCLStream(const size_t ARRAY_SIZE, const int device_index)
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: array_size {ARRAY_SIZE}
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{
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if (!cached)
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getDeviceList();
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if (device_index >= devices.size())
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throw std::runtime_error("Invalid device index");
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sycl::device dev = devices[device_index];
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// Print out device information
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std::cout << "Using SYCL device " << getDeviceName(device_index) << std::endl;
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std::cout << "Driver: " << getDeviceDriver(device_index) << std::endl;
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// Check device can support FP64 if needed
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if (sizeof(T) == sizeof(double))
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{
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if (!dev.has(sycl::aspect::fp64))
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{
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throw std::runtime_error("Device does not support double precision, please use --float");
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}
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}
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queue = std::make_unique<sycl::queue>(dev, sycl::async_handler{[&](sycl::exception_list l)
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{
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bool error = false;
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for(auto e: l)
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{
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try
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{
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std::rethrow_exception(e);
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}
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catch (sycl::exception e)
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{
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std::cout << e.what();
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error = true;
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}
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}
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if(error)
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{
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throw std::runtime_error("SYCL errors detected");
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}
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}});
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a = sycl::malloc_shared<T>(array_size, *queue);
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b = sycl::malloc_shared<T>(array_size, *queue);
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c = sycl::malloc_shared<T>(array_size, *queue);
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sum = sycl::malloc_shared<T>(1, *queue);
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// No longer need list of devices
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devices.clear();
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cached = true;
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}
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template<class T>
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SYCLStream<T>::~SYCLStream() {
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sycl::free(a, *queue);
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sycl::free(b, *queue);
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sycl::free(c, *queue);
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sycl::free(sum, *queue);
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}
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template <class T>
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void SYCLStream<T>::copy()
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{
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, c = this->c, a = this->a](sycl::id<1> idx)
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{
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c[idx] = a[idx];
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});
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});
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queue->wait();
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}
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template <class T>
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void SYCLStream<T>::mul()
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{
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const T scalar = startScalar;
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, b = this->b, c = this->c](sycl::id<1> idx)
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{
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b[idx] = scalar * c[idx];
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});
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});
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queue->wait();
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}
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template <class T>
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void SYCLStream<T>::add()
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{
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, c = this->c, a = this->a, b = this->b](sycl::id<1> idx)
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{
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c[idx] = a[idx] + b[idx];
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});
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});
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queue->wait();
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}
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template <class T>
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void SYCLStream<T>::triad()
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{
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const T scalar = startScalar;
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, a = this->a, b = this->b, c = this->c](sycl::id<1> idx)
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{
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a[idx] = b[idx] + scalar * c[idx];
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});
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});
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queue->wait();
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}
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template <class T>
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void SYCLStream<T>::nstream()
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{
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const T scalar = startScalar;
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, a = this->a, b = this->b, c = this->c](sycl::id<1> idx)
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{
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a[idx] += b[idx] + scalar * c[idx];
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});
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});
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queue->wait();
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}
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template <class T>
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T SYCLStream<T>::dot()
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{
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size},
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// Reduction object, to perform summation - initialises the result to zero
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// hipSYCL doesn't sypport the initialize_to_identity property yet
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#if defined(__HIPSYCL__) || defined(__OPENSYCL__)
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sycl::reduction(sum, sycl::plus<T>()),
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#else
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sycl::reduction(sum, sycl::plus<T>(), sycl::property::reduction::initialize_to_identity{}),
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#endif
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[a = this->a, b = this->b](sycl::id<1> idx, auto& sum)
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{
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sum += a[idx] * b[idx];
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});
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});
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queue->wait();
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return *sum;
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}
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template <class T>
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void SYCLStream<T>::init_arrays(T initA, T initB, T initC)
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{
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queue->submit([&](sycl::handler &cgh)
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{
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cgh.parallel_for(sycl::range<1>{array_size}, [=, a = this->a, b = this->b, c = this->c](sycl::id<1> idx)
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{
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a[idx] = initA;
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b[idx] = initB;
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c[idx] = initC;
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});
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});
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queue->wait();
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}
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template <class T>
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void SYCLStream<T>::read_arrays(std::vector<T>& h_a, std::vector<T>& h_b, std::vector<T>& h_c)
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{
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||||||
|
for (int i = 0; i < array_size; i++)
|
||||||
|
{
|
||||||
|
h_a[i] = a[i];
|
||||||
|
h_b[i] = b[i];
|
||||||
|
h_c[i] = c[i];
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
void getDeviceList(void)
|
||||||
|
{
|
||||||
|
// Ask SYCL runtime for all devices in system
|
||||||
|
devices = sycl::device::get_devices();
|
||||||
|
cached = true;
|
||||||
|
}
|
||||||
|
|
||||||
|
void listDevices(void)
|
||||||
|
{
|
||||||
|
getDeviceList();
|
||||||
|
|
||||||
|
// Print device names
|
||||||
|
if (devices.size() == 0)
|
||||||
|
{
|
||||||
|
std::cerr << "No devices found." << std::endl;
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
std::cout << std::endl;
|
||||||
|
std::cout << "Devices:" << std::endl;
|
||||||
|
for (int i = 0; i < devices.size(); i++)
|
||||||
|
{
|
||||||
|
std::cout << i << ": " << getDeviceName(i) << std::endl;
|
||||||
|
}
|
||||||
|
std::cout << std::endl;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
std::string getDeviceName(const int device)
|
||||||
|
{
|
||||||
|
if (!cached)
|
||||||
|
getDeviceList();
|
||||||
|
|
||||||
|
std::string name;
|
||||||
|
|
||||||
|
if (device < devices.size())
|
||||||
|
{
|
||||||
|
name = devices[device].get_info<sycl::info::device::name>();
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
throw std::runtime_error("Error asking for name for non-existant device");
|
||||||
|
}
|
||||||
|
|
||||||
|
return name;
|
||||||
|
}
|
||||||
|
|
||||||
|
std::string getDeviceDriver(const int device)
|
||||||
|
{
|
||||||
|
if (!cached)
|
||||||
|
getDeviceList();
|
||||||
|
|
||||||
|
std::string driver;
|
||||||
|
|
||||||
|
if (device < devices.size())
|
||||||
|
{
|
||||||
|
driver = devices[device].get_info<sycl::info::device::driver_version>();
|
||||||
|
}
|
||||||
|
else
|
||||||
|
{
|
||||||
|
throw std::runtime_error("Error asking for driver for non-existant device");
|
||||||
|
}
|
||||||
|
|
||||||
|
return driver;
|
||||||
|
}
|
||||||
|
|
||||||
|
template class SYCLStream<float>;
|
||||||
|
template class SYCLStream<double>;
|
||||||
54
src/sycl2020-usm/SYCLStream2020.h
Normal file
54
src/sycl2020-usm/SYCLStream2020.h
Normal file
@ -0,0 +1,54 @@
|
|||||||
|
|
||||||
|
// Copyright (c) 2015-16 Tom Deakin, Simon McIntosh-Smith,
|
||||||
|
// University of Bristol HPC
|
||||||
|
//
|
||||||
|
// For full license terms please see the LICENSE file distributed with this
|
||||||
|
// source code
|
||||||
|
|
||||||
|
#pragma once
|
||||||
|
|
||||||
|
#include <sstream>
|
||||||
|
#include <memory>
|
||||||
|
|
||||||
|
#include "Stream.h"
|
||||||
|
|
||||||
|
#include <sycl/sycl.hpp>
|
||||||
|
|
||||||
|
#define IMPLEMENTATION_STRING "SYCL2020 USM"
|
||||||
|
|
||||||
|
template <class T>
|
||||||
|
class SYCLStream : public Stream<T>
|
||||||
|
{
|
||||||
|
protected:
|
||||||
|
// Size of arrays
|
||||||
|
size_t array_size;
|
||||||
|
|
||||||
|
// SYCL objects
|
||||||
|
// Queue is a pointer because we allow device selection
|
||||||
|
std::unique_ptr<sycl::queue> queue;
|
||||||
|
|
||||||
|
// Buffers
|
||||||
|
T *a{};
|
||||||
|
T *b{};
|
||||||
|
T *c{};
|
||||||
|
T *sum{};
|
||||||
|
|
||||||
|
public:
|
||||||
|
|
||||||
|
SYCLStream(const size_t, const int);
|
||||||
|
~SYCLStream();
|
||||||
|
|
||||||
|
virtual void copy() override;
|
||||||
|
virtual void add() override;
|
||||||
|
virtual void mul() override;
|
||||||
|
virtual void triad() override;
|
||||||
|
virtual void nstream() override;
|
||||||
|
virtual T dot() override;
|
||||||
|
|
||||||
|
virtual void init_arrays(T initA, T initB, T initC) override;
|
||||||
|
virtual void read_arrays(std::vector<T>& a, std::vector<T>& b, std::vector<T>& c) override;
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
// Populate the devices list
|
||||||
|
void getDeviceList(void);
|
||||||
@ -19,9 +19,6 @@ register_flag_optional(SYCL_COMPILER_DIR
|
|||||||
HIPSYCL|DPCPP|COMPUTECPP - set to the root of the binary distribution that contains at least `bin/`, `include/`, and `lib/`"
|
HIPSYCL|DPCPP|COMPUTECPP - set to the root of the binary distribution that contains at least `bin/`, `include/`, and `lib/`"
|
||||||
"")
|
"")
|
||||||
|
|
||||||
register_flag_optional(OpenCL_LIBRARY
|
|
||||||
"[ComputeCpp only] Path to OpenCL library, usually called libOpenCL.so"
|
|
||||||
"${OpenCL_LIBRARY}")
|
|
||||||
|
|
||||||
macro(setup)
|
macro(setup)
|
||||||
set(CMAKE_CXX_STANDARD 17)
|
set(CMAKE_CXX_STANDARD 17)
|
||||||
Loading…
Reference in New Issue
Block a user