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// Copyright (C) 2016 - 2023 Advanced Micro Devices, Inc. All rights reserved.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
// THE SOFTWARE.
#include <cmath>
#include <cstddef>
#include <iostream>
#include <sstream>
#include "../../shared/gpubuf.h"
#include "../../shared/hip_object_wrapper.h"
#include "../../shared/rocfft_params.h"
#include "bench.h"
#include "rocfft/rocfft.h"
#include <boost/program_options.hpp>
namespace po = boost::program_options;
int main(int argc, char* argv[])
{
// This helps with mixing output of both wide and narrow characters to the screen
std::ios::sync_with_stdio(false);
// Control output verbosity:
int verbose{};
// hip Device number for running tests:
int deviceId{};
// Number of performance trial samples
int ntrial{};
// FFT parameters:
rocfft_params params;
// Token string to fully specify fft params.
std::string token;
// Declare the supported options.
// clang-format doesn't handle boost program options very well:
// clang-format off
po::options_description opdesc("rocfft-bench command line options");
opdesc.add_options()("help,h", "produces this help message")
("version,v", "Print queryable version information from the rocfft library")
("device", po::value<int>(&deviceId)->default_value(0), "Select a specific device id")
("verbose", po::value<int>(&verbose)->default_value(0), "Control output verbosity")
("ntrial,N", po::value<int>(&ntrial)->default_value(1), "Trial size for the problem")
("notInPlace,o", "Not in-place FFT transform (default: in-place)")
("double", "Double precision transform (deprecated: use --precision double)")
("precision", po::value<fft_precision>(¶ms.precision), "Transform precision: single (default), double, half")
("inputGen,g", po::value<fft_input_generator>(¶ms.igen)
->default_value(fft_input_random_generator_device),
"Input data generation:\n0) PRNG sequence (device)\n"
"1) PRNG sequence (host)\n"
"2) linearly-spaced sequence (device)\n"
"3) linearly-spaced sequence (host)")
("transformType,t", po::value<fft_transform_type>(¶ms.transform_type)
->default_value(fft_transform_type_complex_forward),
"Type of transform:\n0) complex forward\n1) complex inverse\n2) real "
"forward\n3) real inverse")
( "batchSize,b", po::value<size_t>(¶ms.nbatch)->default_value(1),
"If this value is greater than one, arrays will be used ")
( "itype", po::value<fft_array_type>(¶ms.itype)
->default_value(fft_array_type_unset),
"Array type of input data:\n0) interleaved\n1) planar\n2) real\n3) "
"hermitian interleaved\n4) hermitian planar")
( "otype", po::value<fft_array_type>(¶ms.otype)
->default_value(fft_array_type_unset),
"Array type of output data:\n0) interleaved\n1) planar\n2) real\n3) "
"hermitian interleaved\n4) hermitian planar")
("length", po::value<std::vector<size_t>>(¶ms.length)->multitoken(), "Lengths.")
("istride", po::value<std::vector<size_t>>(¶ms.istride)->multitoken(), "Input strides.")
("ostride", po::value<std::vector<size_t>>(¶ms.ostride)->multitoken(), "Output strides.")
("idist", po::value<size_t>(¶ms.idist)->default_value(0),
"Logical distance between input batches.")
("odist", po::value<size_t>(¶ms.odist)->default_value(0),
"Logical distance between output batches.")
("isize", po::value<std::vector<size_t>>(¶ms.isize)->multitoken(),
"Logical size of input buffer.")
("osize", po::value<std::vector<size_t>>(¶ms.osize)->multitoken(),
"Logical size of output buffer.")
("ioffset", po::value<std::vector<size_t>>(¶ms.ioffset)->multitoken(), "Input offsets.")
("ooffset", po::value<std::vector<size_t>>(¶ms.ooffset)->multitoken(), "Output offsets.")
("scalefactor", po::value<double>(¶ms.scale_factor), "Scale factor to apply to output.")
("token", po::value<std::string>(&token));
// clang-format on
po::variables_map vm;
po::store(po::parse_command_line(argc, argv, opdesc), vm);
po::notify(vm);
if(vm.count("help"))
{
std::cout << opdesc << std::endl;
return EXIT_SUCCESS;
}
if(vm.count("version"))
{
char v[256];
rocfft_get_version_string(v, 256);
std::cout << "version " << v << std::endl;
return EXIT_SUCCESS;
}
if(vm.count("ntrial"))
{
std::cout << "Running profile with " << ntrial << " samples\n";
}
if(token != "")
{
std::cout << "Reading fft params from token:\n" << token << std::endl;
try
{
params.from_token(token);
}
catch(...)
{
std::cout << "Unable to parse token." << std::endl;
return 1;
}
}
else
{
if(!vm.count("length"))
{
std::cout << "Please specify transform length!" << std::endl;
std::cout << opdesc << std::endl;
return EXIT_SUCCESS;
}
params.placement
= vm.count("notInPlace") ? fft_placement_notinplace : fft_placement_inplace;
if(vm.count("double"))
params.precision = fft_precision_double;
if(vm.count("notInPlace"))
{
std::cout << "out-of-place\n";
}
else
{
std::cout << "in-place\n";
}
if(vm.count("length"))
{
std::cout << "length:";
for(auto& i : params.length)
std::cout << " " << i;
std::cout << "\n";
}
if(vm.count("istride"))
{
std::cout << "istride:";
for(auto& i : params.istride)
std::cout << " " << i;
std::cout << "\n";
}
if(vm.count("ostride"))
{
std::cout << "ostride:";
for(auto& i : params.ostride)
std::cout << " " << i;
std::cout << "\n";
}
if(params.idist > 0)
{
std::cout << "idist: " << params.idist << "\n";
}
if(params.odist > 0)
{
std::cout << "odist: " << params.odist << "\n";
}
if(vm.count("ioffset"))
{
std::cout << "ioffset:";
for(auto& i : params.ioffset)
std::cout << " " << i;
std::cout << "\n";
}
if(vm.count("ooffset"))
{
std::cout << "ooffset:";
for(auto& i : params.ooffset)
std::cout << " " << i;
std::cout << "\n";
}
}
std::cout << std::flush;
rocfft_setup();
// Fixme: set the device id properly after the IDs are synced
// bewteen hip runtime and rocm-smi.
// HIP_V_THROW(hipSetDevice(deviceId), "set device failed!");
params.validate();
if(!params.valid(verbose))
{
throw std::runtime_error("Invalid parameters, add --verbose=1 for detail");
}
std::cout << "Token: " << params.token() << std::endl;
if(verbose)
{
std::cout << params.str(" ") << std::endl;
}
// Check free and total available memory:
size_t free = 0;
size_t total = 0;
HIP_V_THROW(hipMemGetInfo(&free, &total), "hipMemGetInfo failed");
const auto raw_vram_footprint
= params.fft_params_vram_footprint() + twiddle_table_vram_footprint(params);
if(!vram_fits_problem(raw_vram_footprint, free))
{
std::cout << "SKIPPED: Problem size (" << raw_vram_footprint
<< ") raw data too large for device.\n";
return EXIT_SUCCESS;
}
const auto vram_footprint = params.vram_footprint();
if(!vram_fits_problem(vram_footprint, free))
{
std::cout << "SKIPPED: Problem size (" << vram_footprint
<< ") raw data too large for device.\n";
return EXIT_SUCCESS;
}
auto ret = params.create_plan();
if(ret != fft_status_success)
LIB_V_THROW(rocfft_status_failure, "Plan creation failed");
// GPU input buffer:
auto ibuffer_sizes = params.ibuffer_sizes();
std::vector<gpubuf> ibuffer(ibuffer_sizes.size());
std::vector<void*> pibuffer(ibuffer_sizes.size());
for(unsigned int i = 0; i < ibuffer.size(); ++i)
{
HIP_V_THROW(ibuffer[i].alloc(ibuffer_sizes[i]), "Creating input Buffer failed");
pibuffer[i] = ibuffer[i].data();
}
// CPU input buffer
std::vector<hostbuf> ibuffer_cpu;
auto is_device_gen = (params.igen == fft_input_generator_device
|| params.igen == fft_input_random_generator_device);
auto is_host_gen = (params.igen == fft_input_generator_host
|| params.igen == fft_input_random_generator_host);
if(is_device_gen)
{
// Input data:
params.compute_input(ibuffer);
if(verbose > 1)
{
// Copy input to CPU
ibuffer_cpu = allocate_host_buffer(params.precision, params.itype, params.isize);
for(unsigned int idx = 0; idx < ibuffer.size(); ++idx)
{
HIP_V_THROW(hipMemcpy(ibuffer_cpu.at(idx).data(),
ibuffer[idx].data(),
ibuffer_sizes[idx],
hipMemcpyDeviceToHost),
"hipMemcpy failed");
}
std::cout << "GPU input:\n";
params.print_ibuffer(ibuffer_cpu);
}
}
if(is_host_gen)
{
// Input data:
ibuffer_cpu = allocate_host_buffer(params.precision, params.itype, params.isize);
params.compute_input(ibuffer_cpu);
if(verbose > 1)
{
std::cout << "GPU input:\n";
params.print_ibuffer(ibuffer_cpu);
}
for(unsigned int idx = 0; idx < ibuffer_cpu.size(); ++idx)
{
HIP_V_THROW(hipMemcpy(pibuffer[idx],
ibuffer_cpu[idx].data(),
ibuffer_cpu[idx].size(),
hipMemcpyHostToDevice),
"hipMemcpy failed");
}
}
// GPU output buffer:
std::vector<gpubuf> obuffer_data;
std::vector<gpubuf>* obuffer = &obuffer_data;
if(params.placement == fft_placement_inplace)
{
obuffer = &ibuffer;
}
else
{
auto obuffer_sizes = params.obuffer_sizes();
obuffer_data.resize(obuffer_sizes.size());
for(unsigned int i = 0; i < obuffer_data.size(); ++i)
{
HIP_V_THROW(obuffer_data[i].alloc(obuffer_sizes[i]), "Creating output Buffer failed");
}
}
std::vector<void*> pobuffer(obuffer->size());
for(unsigned int i = 0; i < obuffer->size(); ++i)
{
pobuffer[i] = obuffer->at(i).data();
}
params.execute(pibuffer.data(), pobuffer.data());
// Run the transform several times and record the execution time:
std::vector<double> gpu_time(ntrial);
hipEvent_wrapper_t start, stop;
start.alloc();
stop.alloc();
for(unsigned int itrial = 0; itrial < gpu_time.size(); ++itrial)
{
if(is_device_gen)
{
params.compute_input(ibuffer);
}
if(is_host_gen)
{
for(unsigned int idx = 0; idx < ibuffer_cpu.size(); ++idx)
{
HIP_V_THROW(hipMemcpy(pibuffer[idx],
ibuffer_cpu[idx].data(),
ibuffer_cpu[idx].size(),
hipMemcpyHostToDevice),
"hipMemcpy failed");
}
}
HIP_V_THROW(hipEventRecord(start), "hipEventRecord failed");
params.execute(pibuffer.data(), pobuffer.data());
HIP_V_THROW(hipEventRecord(stop), "hipEventRecord failed");
HIP_V_THROW(hipEventSynchronize(stop), "hipEventSynchronize failed");
float time;
HIP_V_THROW(hipEventElapsedTime(&time, start, stop), "hipEventElapsedTime failed");
gpu_time[itrial] = time;
if(verbose > 2)
{
auto output = allocate_host_buffer(params.precision, params.otype, params.osize);
for(unsigned int idx = 0; idx < output.size(); ++idx)
{
HIP_V_THROW(hipMemcpy(output[idx].data(),
pobuffer[idx],
output[idx].size(),
hipMemcpyDeviceToHost),
"hipMemcpy failed");
}
std::cout << "GPU output:\n";
params.print_obuffer(output);
}
}
std::cout << "\nExecution gpu time:";
for(const auto& i : gpu_time)
{
std::cout << " " << i;
}
std::cout << " ms" << std::endl;
std::cout << "Execution gflops: ";
const double totsize
= std::accumulate(params.length.begin(), params.length.end(), 1, std::multiplies<size_t>());
const double k
= ((params.itype == fft_array_type_real) || (params.otype == fft_array_type_real)) ? 2.5
: 5.0;
const double opscount = (double)params.nbatch * k * totsize * log(totsize) / log(2.0);
for(const auto& i : gpu_time)
{
std::cout << " " << opscount / (1e6 * i);
}
std::cout << std::endl;
rocfft_cleanup();
}
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