Files
composable_kernel/include/ck_tile/host/kernel_launch.hpp
2024-03-04 20:45:51 +00:00

167 lines
5.2 KiB
C++

// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck_tile/core/config.hpp"
#include "ck_tile/host/stream_config.hpp"
#include "ck_tile/host/hip_check_error.hpp"
#include <hip/hip_runtime.h>
#include <cstddef>
namespace ck_tile {
template <int MaxThreadPerBlock, int MinBlockPerCu, typename Kernel, typename... Args>
#if CK_TILE_USE_LAUNCH_BOUNDS
__launch_bounds__(MaxThreadPerBlock, MinBlockPerCu)
#endif
__global__ void kentry(Kernel f, Args... args)
{
f(args...);
}
template <typename... Args, typename F>
CK_TILE_HOST float launch_and_time_kernel(const stream_config& s,
F kernel,
dim3 grid_dim,
dim3 block_dim,
std::size_t lds_byte,
Args... args)
{
#if CK_TILE_TIME_KERNEL
if(s.time_kernel_)
{
// warm up
for(int i = 0; i < s.cold_niters_; ++i)
{
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
}
const int nrepeat = s.nrepeat_;
hipEvent_t start, stop;
HIP_CHECK_ERROR(hipEventCreate(&start));
HIP_CHECK_ERROR(hipEventCreate(&stop));
HIP_CHECK_ERROR(hipDeviceSynchronize());
HIP_CHECK_ERROR(hipEventRecord(start, s.stream_id_));
for(int i = 0; i < nrepeat; ++i)
{
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
}
HIP_CHECK_ERROR(hipEventRecord(stop, s.stream_id_));
HIP_CHECK_ERROR(hipEventSynchronize(stop));
float total_time = 0;
HIP_CHECK_ERROR(hipEventElapsedTime(&total_time, start, stop));
return total_time / nrepeat;
}
else
{
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
return 0;
}
#else
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
return 0;
#endif
}
template <typename... Args, typename F, typename PreProcessFunc>
CK_TILE_HOST float launch_and_time_kernel_with_preprocess(const stream_config& s,
PreProcessFunc preprocess,
F kernel,
dim3 grid_dim,
dim3 block_dim,
std::size_t lds_byte,
Args... args)
{
#if CK_TILE_TIME_KERNEL
if(s.time_kernel_)
{
#if CK_TILE_DEBUG_LOG
printf("%s: grid_dim {%d, %d, %d}, block_dim {%d, %d, %d} \n",
__func__,
grid_dim.x,
grid_dim.y,
grid_dim.z,
block_dim.x,
block_dim.y,
block_dim.z);
printf("Warm up 1 time\n");
#endif
// warm up
preprocess();
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
const int nrepeat = 10;
#if CK_TILE_DEBUG_LOG
printf("Start running %d times...\n", nrepeat);
#endif
hipEvent_t start, stop;
HIP_CHECK_ERROR(hipEventCreate(&start));
HIP_CHECK_ERROR(hipEventCreate(&stop));
HIP_CHECK_ERROR(hipDeviceSynchronize());
HIP_CHECK_ERROR(hipEventRecord(start, s.stream_id_));
for(int i = 0; i < nrepeat; ++i)
{
preprocess();
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
}
HIP_CHECK_ERROR(hipEventRecord(stop, s.stream_id_));
HIP_CHECK_ERROR(hipEventSynchronize(stop));
float total_time = 0;
HIP_CHECK_ERROR(hipEventElapsedTime(&total_time, start, stop));
return total_time / nrepeat;
}
else
{
preprocess();
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
return 0;
}
#else
kernel<<<grid_dim, block_dim, lds_byte, s.stream_id_>>>(args...);
hip_check_error(hipGetLastError());
return 0;
#endif
}
template <int MaxThreadPerBlock = CK_TILE_MAX_THREAD_PER_BLOCK,
int MinBlockPerCu = CK_TILE_MIN_BLOCK_PER_CU,
typename KernelImpl,
typename... Args>
CK_TILE_HOST float launch_kernel(const stream_config& s,
KernelImpl kernel_impl,
dim3 grid_dim,
dim3 block_dim,
std::size_t dynamic_smem_byte,
Args... args)
{
const auto kernel = kentry<MaxThreadPerBlock, MinBlockPerCu, KernelImpl, Args...>;
return launch_and_time_kernel(
s, kernel, grid_dim, block_dim, dynamic_smem_byte, kernel_impl, args...);
}
} // namespace ck_tile