// Copyright (C) 2020 - 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. // This file allows one to run tests multiple different rocFFT libraries at the same time. // This allows one to randomize the execution order for better a better experimental setup // which produces fewer type 1 errors where one incorrectly rejects the null hypothesis. #include #if __has_include() #include #else #include namespace std { namespace filesystem = experimental::filesystem; } #endif #include #include #include #include #ifdef _WIN32 #include // psapi.h requires windows.h to be included first #include #else #include #include #endif #include "../../shared/CLI11.hpp" #include "../../shared/fft_enums.h" #include "../../shared/gpubuf.h" #include "../../shared/hip_object_wrapper.h" #include "../../shared/rocfft_params.h" #include "bench.h" #include "rocfft/rocfft.h" #ifdef _WIN32 typedef HMODULE ROCFFT_LIB; #else typedef void* ROCFFT_LIB; #endif // Load the rocfft library ROCFFT_LIB rocfft_lib_load(const std::string& path) { #ifdef _WIN32 return LoadLibraryA(path.c_str()); #else return dlopen(path.c_str(), RTLD_LAZY); #endif } // Return a string describing the error loading rocfft const char* rocfft_lib_load_error() { #ifdef _WIN32 // just return the error number static std::string error_str; error_str = std::to_string(GetLastError()); return error_str.c_str(); #else return dlerror(); #endif } // Get symbol from rocfft lib void* rocfft_lib_symbol(ROCFFT_LIB libhandle, const char* sym) { #ifdef _WIN32 return reinterpret_cast(GetProcAddress(libhandle, sym)); #else return dlsym(libhandle, sym); #endif } void rocfft_lib_close(ROCFFT_LIB libhandle) { #ifdef _WIN32 FreeLibrary(libhandle); #else dlclose(libhandle); #endif } // Given a libhandle from dload, return a plan to a rocFFT plan with the given parameters. rocfft_plan make_plan(ROCFFT_LIB libhandle, const fft_params& params) { auto procfft_setup = (decltype(&rocfft_setup))rocfft_lib_symbol(libhandle, "rocfft_setup"); if(procfft_setup == NULL) throw rocfft_runtime_error("rocfft_setup failed"); auto procfft_plan_description_create = (decltype(&rocfft_plan_description_create))rocfft_lib_symbol( libhandle, "rocfft_plan_description_create"); auto procfft_plan_description_destroy = (decltype(&rocfft_plan_description_destroy))rocfft_lib_symbol( libhandle, "rocfft_plan_description_destroy"); auto procfft_plan_description_set_data_layout = (decltype(&rocfft_plan_description_set_data_layout))rocfft_lib_symbol( libhandle, "rocfft_plan_description_set_data_layout"); auto procfft_plan_create = (decltype(&rocfft_plan_create))rocfft_lib_symbol(libhandle, "rocfft_plan_create"); procfft_setup(); auto cm_istride = params.istride; auto cm_ostride = params.ostride; auto cm_length = params.length; std::reverse(cm_istride.begin(), cm_istride.end()); std::reverse(cm_ostride.begin(), cm_ostride.end()); std::reverse(cm_length.begin(), cm_length.end()); rocfft_plan_description desc = NULL; LIB_V_THROW(procfft_plan_description_create(&desc), "rocfft_plan_description_create failed"); LIB_V_THROW( procfft_plan_description_set_data_layout(desc, rocfft_array_type_from_fftparams(params.itype), rocfft_array_type_from_fftparams(params.otype), params.ioffset.data(), params.ooffset.data(), cm_istride.size(), cm_istride.data(), params.idist, cm_ostride.size(), cm_ostride.data(), params.odist), "rocfft_plan_description_data_layout failed"); rocfft_plan plan = NULL; LIB_V_THROW(procfft_plan_create(&plan, rocfft_result_placement_from_fftparams(params.placement), rocfft_transform_type_from_fftparams(params.transform_type), rocfft_precision_from_fftparams(params.precision), cm_length.size(), cm_length.data(), params.nbatch, desc), "rocfft_plan_create failed"); LIB_V_THROW(procfft_plan_description_destroy(desc), "rocfft_plan_description_destroy failed"); return plan; } // Given a libhandle from dload and a rocFFT plan, destroy the plan. void destroy_plan(ROCFFT_LIB libhandle, rocfft_plan& plan) { auto procfft_plan_destroy = (decltype(&rocfft_plan_destroy))rocfft_lib_symbol(libhandle, "rocfft_plan_destroy"); LIB_V_THROW(procfft_plan_destroy(plan), "rocfft_plan_destroy failed"); auto procfft_cleanup = (decltype(&rocfft_cleanup))rocfft_lib_symbol(libhandle, "rocfft_cleanup"); if(procfft_cleanup) LIB_V_THROW(procfft_cleanup(), "rocfft_cleanup failed"); } // Given a libhandle from dload and a rocFFT execution info structure, destroy the info. void destroy_info(ROCFFT_LIB libhandle, rocfft_execution_info& info) { auto procfft_execution_info_destroy = (decltype(&rocfft_execution_info_destroy))rocfft_lib_symbol( libhandle, "rocfft_execution_info_destroy"); LIB_V_THROW(procfft_execution_info_destroy(info), "rocfft_execution_info_destroy failed"); } // Given a libhandle from dload, and a corresponding rocFFT plan, return how much work // buffer is required for the current HIP device size_t get_wbuffersize(ROCFFT_LIB libhandle, const rocfft_plan& plan) { auto procfft_plan_get_work_buffer_size = (decltype(&rocfft_plan_get_work_buffer_size))rocfft_lib_symbol( libhandle, "rocfft_plan_get_work_buffer_size"); // Get the buffersize size_t workBufferSize = 0; LIB_V_THROW(procfft_plan_get_work_buffer_size(plan, &workBufferSize), "rocfft_plan_get_work_buffer_size failed"); return workBufferSize; } // Given a libhandle from dload, and a corresponding rocFFT plan, get // work buffer requirements for all devices std::vector get_wbuffersizes_all_devices(ROCFFT_LIB libhandle, const rocfft_plan& plan) { const int ndevices = rocfft_scoped_device::device_count(); std::vector sizes(ndevices); for(int device = 0; device < ndevices; ++device) { rocfft_scoped_device dev(device); sizes[device] = get_wbuffersize(libhandle, plan); } return sizes; } // Given a libhandle from dload and a corresponding rocFFT plan, print the plan information. void show_plan(ROCFFT_LIB libhandle, const rocfft_plan& plan) { auto procfft_plan_get_print = (decltype(&rocfft_plan_get_print))rocfft_lib_symbol(libhandle, "rocfft_plan_get_print"); LIB_V_THROW(procfft_plan_get_print(plan), "rocfft_plan_get_print failed"); } // FIXME: doc rocfft_execution_info make_execinfo(ROCFFT_LIB libhandle) { auto procfft_execution_info_create = (decltype(&rocfft_execution_info_create))rocfft_lib_symbol( libhandle, "rocfft_execution_info_create"); rocfft_execution_info info = NULL; LIB_V_THROW(procfft_execution_info_create(&info), "rocfft_execution_info_create failed"); return info; } // FIXME: doc void set_work_buffer(const ROCFFT_LIB& libhandle, rocfft_execution_info& info, const size_t wbuffersize, void* wbuffer) { if(wbuffersize > 0 && wbuffer != NULL) { auto procfft_execution_info_set_work_buffer = (decltype(&rocfft_execution_info_set_work_buffer))rocfft_lib_symbol( libhandle, "rocfft_execution_info_set_work_buffer"); LIB_V_THROW(procfft_execution_info_set_work_buffer(info, wbuffer, wbuffersize), "rocfft_execution_info_set_work_buffer failed"); } } // Given a libhandle from dload and a corresponding rocFFT plan and execution info, // execute a transform on the given input and output buffers and return the kernel // execution time. float run_plan( ROCFFT_LIB libhandle, rocfft_plan plan, rocfft_execution_info info, void** in, void** out) { auto procfft_execute = (decltype(&rocfft_execute))rocfft_lib_symbol(libhandle, "rocfft_execute"); hipEvent_wrapper_t start, stop; start.alloc(); stop.alloc(); HIP_V_THROW(hipEventRecord(start), "hipEventRecord failed"); auto rcfft = procfft_execute(plan, in, out, info); HIP_V_THROW(hipEventRecord(stop), "hipEventRecord failed"); HIP_V_THROW(hipEventSynchronize(stop), "hipEventSynchronize failed"); if(rcfft != rocfft_status_success) { throw std::runtime_error("execution failed"); } float time; HIP_V_THROW(hipEventElapsedTime(&time, start, stop), "hipEventElapsedTime failed"); return time; } std::pair create_handleplan(const std::string& libstring, const fft_params& params) { auto libhandle = rocfft_lib_load(libstring); if(libhandle == NULL) { std::stringstream ss; ss << "Failed to open " << libstring << ", error: " << rocfft_lib_load_error(); throw std::runtime_error(ss.str()); } auto plan = make_plan(libhandle, params); return std::make_pair(libhandle, plan); } int main(int argc, char* argv[]) { // Control output verbosity: int verbose{}; // number of GPUs to use: int ngpus{}; // hip Device number for running tests: int deviceId{}; // Ignore runtime failures. // eg: hipMalloc failing when there isn't enough free vram. bool ignore_hip_runtime_failures{true}; // Number of performance trial samples: int ntrial{}; // Bool to specify whether the libs are loaded in forward or forward+reverse order. int reverse{}; // Test sequence choice: int test_sequence{}; // Vector of test target libraries std::vector lib_strings; // FFT parameters: fft_params params; // input/output FFT grids std::vector ingrid; std::vector outgrid; // Token string to fully specify fft params. std::string token; CLI::App app{"dyna-rocfft-bench command line options"}; // Declare the supported options. Some option pointers are declared to track passed opts. // FIXME: version needs to be implemented app.add_flag("--version", "Print queryable version information from the rocfft library and exit"); app.add_flag("--reverse", reverse, "Load libs in forward and reverse order")->default_val(1); app.add_option( "--sequence", test_sequence, "Test sequence:\n0) random\n1) alternating\n2) sequential") ->default_val(0); app.add_option("--lib", lib_strings, "Set test target library full path (appendable)"); CLI::Option* opt_token = app.add_option("--token", token, "Token to read FFT params from")->default_val(""); // Group together options that conflict with --token auto* non_token = app.add_option_group("Token Conflict", "Options excluded by --token"); non_token ->add_flag("--double", "Double precision transform (deprecated: use --precision double)") ->each([&](const std::string&) { params.precision = fft_precision_double; }); non_token->excludes(opt_token); non_token ->add_option("-t, --transformType", params.transform_type, "Type of transform:\n0) complex forward\n1) complex inverse\n2) real " "forward\n3) real inverse") ->default_val(fft_transform_type_complex_forward); non_token ->add_option( "--precision", params.precision, "Transform precision: single (default), double, half") ->excludes("--double"); CLI::Option* opt_not_in_place = non_token->add_flag("-o, --notInPlace", "Not in-place FFT transform (default: in-place)") ->each([&](const std::string&) { params.placement = fft_placement_notinplace; }); non_token ->add_option("--itype", params.itype, "Array type of input data:\n0) interleaved\n1) planar\n2) real\n3) " "hermitian interleaved\n4) hermitian planar") ->default_val(fft_array_type_unset); non_token ->add_option("--otype", params.otype, "Array type of output data:\n0) interleaved\n1) planar\n2) real\n3) " "hermitian interleaved\n4) hermitian planar") ->default_val(fft_array_type_unset); CLI::Option* opt_length = non_token->add_option("--length", params.length, "Lengths")->required()->expected(1, 3); non_token->add_option("--ngpus", ngpus, "Number of GPUs to use") ->default_val(1) ->check(CLI::NonNegativeNumber); // define multi-GPU grids for FFT computation, CLI::Option* opt_ingrid = non_token->add_option("--ingrid", ingrid, "Single-process grid of GPUs at input") ->expected(1, 3) ->needs("--ngpus"); CLI::Option* opt_outgrid = non_token->add_option("--outgrid", outgrid, "Single-process grid of GPUs at output") ->expected(1, 3) ->needs("--ngpus"); non_token ->add_option("-b, --batchSize", params.nbatch, "If this value is greater than one, arrays will be used") ->default_val(1); CLI::Option* opt_istride = non_token->add_option("--istride", params.istride, "Input strides"); CLI::Option* opt_ostride = non_token->add_option("--ostride", params.ostride, "Output strides"); non_token->add_option("--idist", params.idist, "Logical distance between input batches") ->default_val(0) ->each([&](const std::string& val) { std::cout << "idist: " << val << "\n"; }); non_token->add_option("--odist", params.odist, "Logical distance between output batches") ->default_val(0) ->each([&](const std::string& val) { std::cout << "odist: " << val << "\n"; }); CLI::Option* opt_ioffset = non_token->add_option("--ioffset", params.ioffset, "Input offset"); CLI::Option* opt_ooffset = non_token->add_option("--ooffset", params.ooffset, "Output offset"); app.add_flag("--ignore_runtime_failures,!--no-ignore_runtime_failures", ignore_hip_runtime_failures, "Ignore hip runtime failures"); app.add_option("--device", deviceId, "Select a specific device id")->default_val(0); app.add_option("--verbose", verbose, "Control output verbosity")->default_val(0); app.add_option("-N, --ntrial", ntrial, "Trial size for the problem") ->default_val(1) ->each([&](const std::string& val) { std::cout << "Running profile with " << val << " samples\n"; }); // Default value is set in fft_params.h based on if device-side PRNG was enabled. app.add_option("-g, --inputGen", params.igen, "Input data generation:\n0) PRNG sequence (device)\n" "1) PRNG sequence (host)\n" "2) linearly-spaced sequence (device)\n" "3) linearly-spaced sequence (host)"); app.add_option("--isize", params.isize, "Logical size of input buffer"); app.add_option("--osize", params.osize, "Logical size of output buffer"); app.add_option("--scalefactor", params.scale_factor, "Scale factor to apply to output"); // Parse args and catch any errors here try { app.parse(argc, argv); } catch(const CLI::ParseError& e) { return app.exit(e); } // Check if all the provided libraries are actually there: for(const auto& lib_string : lib_strings) { if(!std::filesystem::exists(lib_string)) { std::cerr << "Error: lib " << lib_string << " does not exist\n"; return EXIT_FAILURE; } } if(!token.empty()) { 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 EXIT_FAILURE; } } else { if(ngpus > 1) { // set default GPU grids in case none were given params.set_default_grid(ngpus, ingrid, outgrid); // split the problem among ngpus params.mp_lib = fft_params::fft_mp_lib_none; int localDeviceCount = 0; if(hipGetDeviceCount(&localDeviceCount) != hipSuccess) { throw std::runtime_error("hipGetDeviceCount failed"); } // start with all-ones in grids std::vector input_grid(params.length.size() + 1, 1); std::vector output_grid(params.length.size() + 1, 1); // create input and output grids and distribute it according to user requirements std::copy(ingrid.begin(), ingrid.end(), input_grid.begin() + 1); std::copy(outgrid.begin(), outgrid.end(), output_grid.begin() + 1); params.distribute_field(localDeviceCount, input_grid); params.distribute_field(localDeviceCount, output_grid); } if(*opt_not_in_place) { std::cout << "out-of-place\n"; } else { std::cout << "in-place\n"; } if(*opt_length) { std::cout << "length:"; for(auto& i : params.length) std::cout << " " << i; std::cout << "\n"; } if(*opt_istride) { std::cout << "istride:"; for(auto& i : params.istride) std::cout << " " << i; std::cout << "\n"; } if(*opt_ostride) { std::cout << "ostride:"; for(auto& i : params.ostride) std::cout << " " << i; std::cout << "\n"; } if(*opt_ioffset) { std::cout << "ioffset:"; for(auto& i : params.ioffset) std::cout << " " << i; std::cout << "\n"; } if(*opt_ooffset) { std::cout << "ooffset:"; for(auto& i : params.ooffset) std::cout << " " << i; std::cout << "\n"; } if(*opt_ingrid || !ingrid.empty()) { std::cout << "input grid:"; for(auto& i : ingrid) std::cout << " " << i; std::cout << "\n"; } if(*opt_outgrid || !outgrid.empty()) { std::cout << "output grid:"; for(auto& i : outgrid) std::cout << " " << i; std::cout << "\n"; } } std::cout << std::flush; // Set GPU for single-device FFT computation rocfft_scoped_device dev(deviceId); params.validate(); if(!params.valid(verbose)) { throw rocfft_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 available memory: const auto vram_avail = device_memory_accountant::singleton().get_usable_bytes_all_devices(); const auto io_vram_footprint = params.io_vram_footprint(); if(!vram_fits_problem(io_vram_footprint, vram_avail)) { std::cout << "SKIPPED: Problem size (" << byte_sizes_to_str(io_vram_footprint) << ") exceeds usable memory on some device (" << byte_sizes_to_str(vram_avail) << ")\n"; return EXIT_SUCCESS; } // GPU input buffer: std::vector ibuffer; std::vector pibuffer; // CPU-side input buffer std::vector ibuffer_cpu; auto is_host_gen = (params.igen == fft_input_generator_host || params.igen == fft_input_random_generator_host); auto ibricks = get_input_bricks(params); auto obricks = get_output_bricks(params); std::vector obuffer_data; std::vector* obuffer = nullptr; alloc_bench_bricks( params, ibricks, obricks, ibuffer, obuffer_data, obuffer, ibuffer_cpu, is_host_gen); init_bench_input(params, ibricks, ibuffer, ibuffer_cpu, is_host_gen); for(unsigned int i = 0; i < ibuffer.size(); ++i) { pibuffer.push_back(ibuffer[i].data()); } // print input if requested if(verbose > 1) { if(is_host_gen) { // data is already on host params.print_ibuffer(ibuffer_cpu); } else { print_device_buffer(params, ibuffer, true); } } std::vector pobuffer(obuffer->size()); for(unsigned int i = 0; i < obuffer->size(); ++i) { pobuffer[i] = obuffer->at(i).data(); } // Execution times for loaded libraries: std::vector> time(lib_strings.size()); // If we are doing a reverse-run, then we need two ntrials; otherwise, just one. std::vector ntrial_runs; if(reverse == 0) { ntrial_runs.push_back(ntrial); } else { ntrial_runs.push_back((ntrial + 1) / 2); ntrial_runs.push_back(ntrial / 2); } for(size_t ridx = 0; ridx < ntrial_runs.size(); ++ridx) { std::vector> index_lib_string; for(size_t i = 0; i < lib_strings.size(); ++i) { index_lib_string.push_back(std::make_pair(i, lib_strings[i])); } if(ridx == 1) { std::reverse(index_lib_string.begin(), index_lib_string.end()); } // Create the handles to the libs and the associated fft plans. std::vector handle; std::vector plan; // Allocate the work buffer: just one, big enough for any dloaded library. std::vector info; const auto ndevices = rocfft_scoped_device::device_count(); std::vector max_wbuffer_sizes(ndevices); for(unsigned int idx = 0; idx < lib_strings.size(); ++idx) { std::cout << idx << ": " << lib_strings[idx] << "\n"; auto libhandle = rocfft_lib_load(lib_strings[idx]); if(libhandle == NULL) { std::cout << "Failed to open " << lib_strings[idx] << ", error: " << rocfft_lib_load_error() << "\n"; return 1; } handle.push_back(libhandle); plan.push_back(make_plan(handle[idx], params)); show_plan(handle[idx], plan[idx]); auto lib_wbuffer_sizes = get_wbuffersizes_all_devices(handle[idx], plan[idx]); for(size_t i = 0; i < lib_wbuffer_sizes.size(); ++i) { max_wbuffer_sizes[i] = std::max(max_wbuffer_sizes[i], lib_wbuffer_sizes[i]); } info.push_back(make_execinfo(handle[idx])); } std::cout << "Work buffer size: " << byte_sizes_to_str(max_wbuffer_sizes) << std::endl; // add work memory to vram footprint auto total_vram_footprint = io_vram_footprint; for(size_t i = 0; i < total_vram_footprint.size(); ++i) { total_vram_footprint[i] += max_wbuffer_sizes[i]; } if(!vram_fits_problem(total_vram_footprint, vram_avail)) { std::cout << "SKIPPED: Problem size (" << byte_sizes_to_str(total_vram_footprint) << " = " << byte_sizes_to_str(io_vram_footprint) << " + " << byte_sizes_to_str(max_wbuffer_sizes) << ") exceeds usable memory on some device (" << byte_sizes_to_str(vram_avail) << ")\n"; return EXIT_SUCCESS; } std::vector wbuffers(ndevices); for(int device = 0; device < ndevices; ++device) { rocfft_scoped_device dev(device); if(max_wbuffer_sizes[device]) { try { HIP_V_THROW(wbuffers[device].alloc(max_wbuffer_sizes[device]), "Creating intermediate Buffer failed"); } catch(rocfft_hip_runtime_error) { return ignore_hip_runtime_failures ? EXIT_SUCCESS : EXIT_FAILURE; } } // Associate the work buffer to the individual libraries: for(unsigned int idx = 0; idx < lib_strings.size(); ++idx) { set_work_buffer( handle[idx], info[idx], wbuffers[device].size(), wbuffers[device].data()); } } // Run the plan using its associated rocFFT library: for(unsigned int idx = 0; idx < handle.size(); ++idx) { try { run_plan(handle[idx], plan[idx], info[idx], pibuffer.data(), pobuffer.data()); } catch(rocfft_hip_runtime_error) { return ignore_hip_runtime_failures ? EXIT_SUCCESS : EXIT_FAILURE; } } std::vector testcase(ntrial_runs[ridx] * index_lib_string.size()); switch(test_sequence) { case 0: { // Random order: for(int itrial = 0; itrial < ntrial_runs[ridx]; ++itrial) { for(size_t ilib = 0; ilib < index_lib_string.size(); ++ilib) { testcase[index_lib_string.size() * itrial + ilib] = ilib; } } std::random_device rd; std::mt19937 g(rd()); std::shuffle(testcase.begin(), testcase.end(), g); break; } case 1: // Alternating order: for(int itrial = 0; itrial < ntrial_runs[ridx]; ++itrial) { for(size_t ilib = 0; ilib < index_lib_string.size(); ++ilib) { testcase[index_lib_string.size() * itrial + ilib] = ilib; } } break; case 2: // Sequential order: for(int itrial = 0; itrial < ntrial_runs[ridx]; ++itrial) { for(size_t ilib = 0; ilib < index_lib_string.size(); ++ilib) { testcase[ilib * ntrial + itrial] = ilib; } } break; default: throw std::runtime_error("Invalid test sequence choice."); } if(verbose > 3) { std::cout << "Test case order:"; for(const auto val : testcase) std::cout << " " << val; std::cout << "\n"; } std::cout << "Running the tests...\n"; for(size_t itest = 0; itest < testcase.size(); ++itest) { const int tidx = testcase[itest]; if(verbose > 3) { std::cout << "running test case " << tidx << " with lib " << index_lib_string[tidx].second << "\n"; } #ifdef USE_HIPRAND if(!is_host_gen) params.compute_input(ibuffer); #endif if(is_host_gen) { for(unsigned int bidx = 0; bidx < ibuffer_cpu.size(); ++bidx) { try { HIP_V_THROW(hipMemcpy(pibuffer[bidx], ibuffer_cpu[bidx].data(), ibuffer_cpu[bidx].size(), hipMemcpyHostToDevice), "hipMemcpy failed"); } catch(rocfft_hip_runtime_error) { return ignore_hip_runtime_failures ? EXIT_SUCCESS : EXIT_FAILURE; } } } // Run the plan using its associated rocFFT library: try { time[tidx].push_back(run_plan( handle[tidx], plan[tidx], info[tidx], pibuffer.data(), pobuffer.data())); } catch(rocfft_hip_runtime_error) { return ignore_hip_runtime_failures ? EXIT_SUCCESS : EXIT_FAILURE; } if(verbose > 2) { auto output = allocate_host_buffer(params.precision, params.otype, params.osize); for(unsigned int iout = 0; iout < output.size(); ++iout) { try { HIP_V_THROW(hipMemcpy(output[iout].data(), pobuffer[iout], output[iout].size(), hipMemcpyDeviceToHost), "hipMemcpy failed"); } catch(rocfft_hip_runtime_error) { return ignore_hip_runtime_failures ? EXIT_SUCCESS : EXIT_FAILURE; } } std::cout << "GPU output:\n"; params.print_obuffer(output); } } // Clean up: for(unsigned int hidx = 0; hidx < handle.size(); ++hidx) { destroy_info(handle[hidx], info[hidx]); destroy_plan(handle[hidx], plan[hidx]); rocfft_lib_close(handle[hidx]); } } std::cout << "Execution times in ms:\n"; for(unsigned int idx = 0; idx < time.size(); ++idx) { std::cout << "\nExecution gpu time:"; for(auto& i : time[idx]) { std::cout << " " << i; } std::cout << " ms" << std::endl; } return EXIT_SUCCESS; }