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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Cedric Nugteren <www.cedricnugteren.nl>
//
// This file implements the Xgemm command-line interface tester.
//
// =================================================================================================
#include <string>
#include <vector>
#include <exception>
#include "wrapper_clblas.h"
#include "performance/client.h"
namespace clblast {
// =================================================================================================
// The client, used for performance testing. It contains the function calls to CLBlast and to other
// libraries to compare against.
template <typename T>
void PerformanceXgemm(const Arguments<T> &args,
const Buffer &a_mat, const Buffer &b_mat, const Buffer &c_mat,
CommandQueue &queue) {
// Creates the CLBlast lambda
auto clblast_lambda = [&args, &a_mat, &b_mat, &c_mat, &queue]() {
auto queue_plain = queue();
auto event = cl_event{};
auto status = Gemm(args.layout, args.a_transpose, args.b_transpose,
args.m, args.n, args.k,
args.alpha,
a_mat(), args.a_offset, args.a_ld,
b_mat(), args.b_offset, args.b_ld,
args.beta,
c_mat(), args.c_offset, args.c_ld,
&queue_plain, &event);
clWaitForEvents(1, &event);
if (status != StatusCode::kSuccess) {
throw std::runtime_error("CLBlast error: "+ToString(static_cast<int>(status)));
}
};
// Creates the clBLAS lambda (for comparison)
auto clblas_lambda = [&args, &a_mat, &b_mat, &c_mat, &queue]() {
auto queue_plain = queue();
auto event = cl_event{};
auto status = clblasXgemm(static_cast<clblasOrder>(args.layout),
static_cast<clblasTranspose>(args.a_transpose),
static_cast<clblasTranspose>(args.b_transpose),
args.m, args.n, args.k,
args.alpha,
a_mat(), args.a_offset, args.a_ld,
b_mat(), args.b_offset, args.b_ld,
args.beta,
c_mat(), args.c_offset, args.c_ld,
1, &queue_plain, 0, nullptr, &event);
clWaitForEvents(1, &event);
if (status != CL_SUCCESS) {
throw std::runtime_error("clBLAS error: "+ToString(static_cast<int>(status)));
}
};
// Runs the routines and collect the timings
auto ms_clblast = TimedExecution(args.num_runs, clblast_lambda);
auto ms_clblas = TimedExecution(args.num_runs, clblas_lambda);
// Prints the performance of both libraries
const auto flops = 2 * args.m * args.n * args.k;
const auto bytes = (args.m*args.k + args.k*args.n + args.m*args.n) * sizeof(T);
const auto output_ints = std::vector<size_t>{args.m, args.n, args.k,
static_cast<size_t>(args.layout),
static_cast<size_t>(args.a_transpose),
static_cast<size_t>(args.b_transpose),
args.a_ld, args.b_ld, args.c_ld,
args.a_offset, args.b_offset, args.c_offset};
const auto output_strings = std::vector<std::string>{ToString(args.alpha),
ToString(args.beta)};
PrintTableRow(output_ints, output_strings, args.no_abbrv,
ms_clblast, ms_clblas, flops, bytes);
}
// =================================================================================================
// Main function which calls the common client code with the routine-specific function as argument.
void ClientXgemm(int argc, char *argv[]) {
const auto o = std::vector<std::string>{kArgM, kArgN, kArgK, kArgLayout,
kArgATransp, kArgBTransp,
kArgALeadDim, kArgBLeadDim, kArgCLeadDim,
kArgAOffset, kArgBOffset, kArgCOffset,
kArgAlpha, kArgBeta};
switch(GetPrecision(argc, argv)) {
case Precision::kHalf: throw std::runtime_error("Unsupported precision mode");
case Precision::kSingle: ClientABC<float>(argc, argv, PerformanceXgemm<float>, o); break;
case Precision::kDouble: ClientABC<double>(argc, argv, PerformanceXgemm<double>, o); break;
case Precision::kComplexSingle: throw std::runtime_error("Unsupported precision mode");
case Precision::kComplexDouble: throw std::runtime_error("Unsupported precision mode");
}
}
// =================================================================================================
} // namespace clblast
// Main function (not within the clblast namespace)
int main(int argc, char *argv[]) {
clblast::ClientXgemm(argc, argv);
return 0;
}
// =================================================================================================
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