mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-04-19 22:39:03 +00:00
* add flush cache to device op * add flush cache parameter to ckProfiler * change calculate size a and b method * chang evaluation time method foro AVERAGE to MEDIAN * format code * adjust some code * fix core dumped * remove loop call flush icache in kernel * remove loop(outer) call flush icache --------- Co-authored-by: letaoqin <letaoqin@amd.com>
230 lines
7.0 KiB
C++
230 lines
7.0 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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#include <hip/hip_runtime.h>
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#include <set>
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#include "ck/ck.hpp"
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#include "ck/stream_config.hpp"
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#include "ck/host_utility/hip_check_error.hpp"
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#include "ck/utility/flush_icache.hpp"
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namespace ck {
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namespace utility {
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template <typename Argument>
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struct RotatingMemWrapper
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{
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using ADataType = decltype(Argument::p_a_grid);
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using BDataType = decltype(Argument::p_b_grid);
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RotatingMemWrapper() = delete;
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RotatingMemWrapper(Argument& arg_,
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std::size_t rotating_count_,
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std::size_t size_a_,
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std::size_t size_b_)
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: arg(arg_), rotating_count(rotating_count_), size_a(size_a_), size_b(size_b_)
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{
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p_a_grids.push_back(arg.p_a_grid);
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p_b_grids.push_back(arg.p_b_grid);
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for(size_t i = 1; i < rotating_count; i++)
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{
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{
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void* pADeviceBuf;
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hip_check_error(hipMalloc(static_cast<void**>(&pADeviceBuf), size_a_));
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hip_check_error(hipMemcpy(static_cast<void*>(pADeviceBuf),
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const_cast<void*>(p_a_grids[0]),
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size_a_,
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hipMemcpyDeviceToDevice));
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p_a_grids.push_back(pADeviceBuf);
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}
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{
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void* pBDeviceBuf;
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hip_check_error(hipMalloc(static_cast<void**>(&pBDeviceBuf), size_b_));
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hip_check_error(hipMemcpy(static_cast<void*>(pBDeviceBuf),
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const_cast<void*>(p_b_grids[0]),
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size_b_,
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hipMemcpyDeviceToDevice));
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p_b_grids.push_back(pBDeviceBuf);
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}
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}
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}
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void Next()
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{
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if(rotating_count > 1)
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{
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std::size_t idx = iter++ % rotating_count;
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arg.p_a_grid = reinterpret_cast<ADataType>(p_a_grids[idx]);
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arg.p_b_grid = reinterpret_cast<BDataType>(p_b_grids[idx]);
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}
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}
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void Print()
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{
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std::cout << "RotatingMemWrapper: { size_a: " << size_a << ", size_b: " << size_b
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<< ", rotating_count: " << rotating_count << "}" << std::endl;
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}
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~RotatingMemWrapper()
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{
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if(rotating_count > 1)
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{
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// restore ptr
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arg.p_a_grid = reinterpret_cast<ADataType>(p_a_grids[0]);
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arg.p_b_grid = reinterpret_cast<BDataType>(p_b_grids[0]);
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// free device mem
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for(size_t i = 1; i < rotating_count; i++)
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{
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hip_check_error(hipFree(const_cast<void*>(p_a_grids[i])));
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hip_check_error(hipFree(const_cast<void*>(p_b_grids[i])));
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}
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}
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}
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private:
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Argument& arg;
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std::size_t iter = 0;
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std::size_t rotating_count = 1;
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std::size_t size_a = 0;
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std::size_t size_b = 0;
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std::vector<const void*> p_a_grids;
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std::vector<const void*> p_b_grids;
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};
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inline void flush_icache()
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{
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hipDeviceProp_t deviceProps;
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hip_check_error(hipGetDeviceProperties(&deviceProps, 0));
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int32_t gpu_block3 = deviceProps.multiProcessorCount * 60;
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ck::flush_icache<<<dim3(gpu_block3), dim3(64), 0, nullptr>>>();
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hip_check_error(hipGetLastError());
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}
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// if TimePrePress == false, return time does not include preprocess's time
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template <bool TimePreprocess, typename Args, typename F, typename PreProcessFunc>
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float launch_and_time_kernel_with_preprocess(const StreamConfig& stream_config,
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PreProcessFunc preprocess,
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F kernel,
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dim3 grid_dim,
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dim3 block_dim,
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std::size_t lds_byte,
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Args& args)
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{
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#if CK_TIME_KERNEL
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#define MEDIAN 1
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if(stream_config.time_kernel_)
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{
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#if DEBUG_LOG
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printf("%s: grid_dim {%d, %d, %d}, block_dim {%d, %d, %d} \n",
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__func__,
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grid_dim.x,
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grid_dim.y,
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grid_dim.z,
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block_dim.x,
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block_dim.y,
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block_dim.z);
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printf("Warm up %d times\n", stream_config.cold_niters_);
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#endif
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// warm up
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for(int i = 0; i < stream_config.cold_niters_; ++i)
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{
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kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
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hip_check_error(hipGetLastError());
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}
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const int nrepeat = stream_config.nrepeat_;
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if(nrepeat == 0)
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{
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return 0.0;
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}
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#if DEBUG_LOG
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printf("Start running %d times...\n", nrepeat);
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#endif
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#if MEDIAN
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std::set<float> times;
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#else
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float total_time = 0;
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#endif
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for(int i = 0; i < nrepeat; ++i)
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{
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if constexpr(!TimePreprocess)
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{
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preprocess();
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}
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hipEvent_t start, stop;
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hip_check_error(hipEventCreate(&start));
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hip_check_error(hipEventCreate(&stop));
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hip_check_error(hipDeviceSynchronize());
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hip_check_error(hipEventRecord(start, stream_config.stream_id_));
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// calculate preprocess time
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if constexpr(TimePreprocess)
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{
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preprocess();
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}
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// run real kernel
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kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
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hip_check_error(hipGetLastError());
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// end real kernel
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hip_check_error(hipEventRecord(stop, stream_config.stream_id_));
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hip_check_error(hipEventSynchronize(stop));
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float cur_time = 0;
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hip_check_error(hipEventElapsedTime(&cur_time, start, stop));
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#if MEDIAN
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times.insert(cur_time);
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#else
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total_time += cur_time;
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#endif
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#if DEBUG_LOG
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std::cout << "i: " << i << " cur_time: " << cur_time << std::endl;
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printf("args.p_a_grid: %p, args.p_b_grid:%p\n",
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static_cast<const void*>(args.p_a_grid),
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static_cast<const void*>(args.p_b_grid));
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#endif
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}
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#if MEDIAN
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auto mid = times.begin();
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std::advance(mid, (nrepeat - 1) / 2);
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if(nrepeat % 2 == 1)
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{
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return *mid;
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}
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else
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{
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auto mid_next = mid;
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std::advance(mid_next, 1);
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return (*mid + *mid_next) / 2;
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}
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#else
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return total_time / nrepeat;
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#endif
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}
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else
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{
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preprocess();
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kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
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hip_check_error(hipGetLastError());
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return 0;
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}
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#else
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kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
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hip_check_error(hipGetLastError());
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return 0;
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#endif
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}
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} // namespace utility
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} // namespace ck
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