Files
composable_kernel/include/ck/host_utility/flush_cache.hpp
ltqin f448d179b7 Universal gemm flush cache (#1251)
* 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>
2024-04-25 15:07:14 -05:00

230 lines
7.0 KiB
C++

// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include <hip/hip_runtime.h>
#include <set>
#include "ck/ck.hpp"
#include "ck/stream_config.hpp"
#include "ck/host_utility/hip_check_error.hpp"
#include "ck/utility/flush_icache.hpp"
namespace ck {
namespace utility {
template <typename Argument>
struct RotatingMemWrapper
{
using ADataType = decltype(Argument::p_a_grid);
using BDataType = decltype(Argument::p_b_grid);
RotatingMemWrapper() = delete;
RotatingMemWrapper(Argument& arg_,
std::size_t rotating_count_,
std::size_t size_a_,
std::size_t size_b_)
: arg(arg_), rotating_count(rotating_count_), size_a(size_a_), size_b(size_b_)
{
p_a_grids.push_back(arg.p_a_grid);
p_b_grids.push_back(arg.p_b_grid);
for(size_t i = 1; i < rotating_count; i++)
{
{
void* pADeviceBuf;
hip_check_error(hipMalloc(static_cast<void**>(&pADeviceBuf), size_a_));
hip_check_error(hipMemcpy(static_cast<void*>(pADeviceBuf),
const_cast<void*>(p_a_grids[0]),
size_a_,
hipMemcpyDeviceToDevice));
p_a_grids.push_back(pADeviceBuf);
}
{
void* pBDeviceBuf;
hip_check_error(hipMalloc(static_cast<void**>(&pBDeviceBuf), size_b_));
hip_check_error(hipMemcpy(static_cast<void*>(pBDeviceBuf),
const_cast<void*>(p_b_grids[0]),
size_b_,
hipMemcpyDeviceToDevice));
p_b_grids.push_back(pBDeviceBuf);
}
}
}
void Next()
{
if(rotating_count > 1)
{
std::size_t idx = iter++ % rotating_count;
arg.p_a_grid = reinterpret_cast<ADataType>(p_a_grids[idx]);
arg.p_b_grid = reinterpret_cast<BDataType>(p_b_grids[idx]);
}
}
void Print()
{
std::cout << "RotatingMemWrapper: { size_a: " << size_a << ", size_b: " << size_b
<< ", rotating_count: " << rotating_count << "}" << std::endl;
}
~RotatingMemWrapper()
{
if(rotating_count > 1)
{
// restore ptr
arg.p_a_grid = reinterpret_cast<ADataType>(p_a_grids[0]);
arg.p_b_grid = reinterpret_cast<BDataType>(p_b_grids[0]);
// free device mem
for(size_t i = 1; i < rotating_count; i++)
{
hip_check_error(hipFree(const_cast<void*>(p_a_grids[i])));
hip_check_error(hipFree(const_cast<void*>(p_b_grids[i])));
}
}
}
private:
Argument& arg;
std::size_t iter = 0;
std::size_t rotating_count = 1;
std::size_t size_a = 0;
std::size_t size_b = 0;
std::vector<const void*> p_a_grids;
std::vector<const void*> p_b_grids;
};
inline void flush_icache()
{
hipDeviceProp_t deviceProps;
hip_check_error(hipGetDeviceProperties(&deviceProps, 0));
int32_t gpu_block3 = deviceProps.multiProcessorCount * 60;
ck::flush_icache<<<dim3(gpu_block3), dim3(64), 0, nullptr>>>();
hip_check_error(hipGetLastError());
}
// if TimePrePress == false, return time does not include preprocess's time
template <bool TimePreprocess, typename Args, typename F, typename PreProcessFunc>
float launch_and_time_kernel_with_preprocess(const StreamConfig& stream_config,
PreProcessFunc preprocess,
F kernel,
dim3 grid_dim,
dim3 block_dim,
std::size_t lds_byte,
Args& args)
{
#if CK_TIME_KERNEL
#define MEDIAN 1
if(stream_config.time_kernel_)
{
#if 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 %d times\n", stream_config.cold_niters_);
#endif
// warm up
for(int i = 0; i < stream_config.cold_niters_; ++i)
{
kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
hip_check_error(hipGetLastError());
}
const int nrepeat = stream_config.nrepeat_;
if(nrepeat == 0)
{
return 0.0;
}
#if DEBUG_LOG
printf("Start running %d times...\n", nrepeat);
#endif
#if MEDIAN
std::set<float> times;
#else
float total_time = 0;
#endif
for(int i = 0; i < nrepeat; ++i)
{
if constexpr(!TimePreprocess)
{
preprocess();
}
hipEvent_t start, stop;
hip_check_error(hipEventCreate(&start));
hip_check_error(hipEventCreate(&stop));
hip_check_error(hipDeviceSynchronize());
hip_check_error(hipEventRecord(start, stream_config.stream_id_));
// calculate preprocess time
if constexpr(TimePreprocess)
{
preprocess();
}
// run real kernel
kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
hip_check_error(hipGetLastError());
// end real kernel
hip_check_error(hipEventRecord(stop, stream_config.stream_id_));
hip_check_error(hipEventSynchronize(stop));
float cur_time = 0;
hip_check_error(hipEventElapsedTime(&cur_time, start, stop));
#if MEDIAN
times.insert(cur_time);
#else
total_time += cur_time;
#endif
#if DEBUG_LOG
std::cout << "i: " << i << " cur_time: " << cur_time << std::endl;
printf("args.p_a_grid: %p, args.p_b_grid:%p\n",
static_cast<const void*>(args.p_a_grid),
static_cast<const void*>(args.p_b_grid));
#endif
}
#if MEDIAN
auto mid = times.begin();
std::advance(mid, (nrepeat - 1) / 2);
if(nrepeat % 2 == 1)
{
return *mid;
}
else
{
auto mid_next = mid;
std::advance(mid_next, 1);
return (*mid + *mid_next) / 2;
}
#else
return total_time / nrepeat;
#endif
}
else
{
preprocess();
kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
hip_check_error(hipGetLastError());
return 0;
}
#else
kernel<<<grid_dim, block_dim, lds_byte, stream_config.stream_id_>>>(args);
hip_check_error(hipGetLastError());
return 0;
#endif
}
} // namespace utility
} // namespace ck