#include "atidlas/array.h" #include "atidlas/tools/timer.hpp" #include "common.hpp" #ifdef BENCH_CLAMDBLAS #include "clAmdBlas.h" #endif #ifdef BENCH_CBLAS #include "cblas.h" #endif #ifdef BENCH_CUBLAS #include #endif #include #include #include namespace ad = atidlas; typedef ad::int_t int_t; template void bench(ad::numeric_type dtype) { float total_time = 0; std::vector times; ad::tools::timer timer; unsigned int dtsize = ad::size_of(dtype); #define BENCHMARK(OP, PERF, SYNC) \ {\ times.clear();\ total_time = 0;\ OP;\ ad::cl_ext::synchronize(ad::cl_ext::default_context());\ while(total_time < 1e-1){\ timer.start(); \ OP;\ SYNC;\ times.push_back(timer.get());\ total_time += times.back();\ }\ float tres = median(times);\ std::cout << " " << tres << std::flush;\ } #define CL_BENCHMARK(OP, PERF) BENCHMARK(OP, PERF, ad::cl_ext::synchronize(ad::cl_ext::default_context())) #define CPU_SYNCHRONIZE #define CPU_BENCHMARK(OP, PERF) BENCHMARK(OP, PERF, CPU_SYNCHRONIZE) #ifdef BENCH_CUBLAS #define CUDA_BENCHMARK(OP, PERF) BENCHMARK(OP, PERF, cudaThreadSynchronize()) #endif /*---------*/ /*--BLAS1--*/ /*---------*/ std::cout << "#AXPY" << std::endl; for(std::vector::const_iterator it = BLAS1_N.begin() ; it != BLAS1_N.end() ; ++it) { int_t N = *it; std::cout << N; /* ATIDLAS */ ad::array x(N, dtype), y(N, dtype); CL_BENCHMARK(y = x + y, bandwidth(3*N, tres, dtsize)); /* clAmdBlas */ #ifdef BENCH_CLAMDBLAS CL_BENCHMARK(clAmdBlasSaxpy(N, 1, x.data()(), 0, 1, y.data()(), 0, 1, 1, &ad::cl_ext::get_queue(x.context(), 0)(), 0, NULL, NULL), bandwidth(3*N, tres, dtsize)) #endif /* BLAS */ #ifdef BENCH_CBLAS std::vector cx(N), cy(N); ad::copy(x, cx); ad::copy(y, cy); CPU_BENCHMARK(cblas_saxpy(N, 1, cx.data(), 1, cy.data(), 1), bandwidth(3*N, tres, dtsize)); #endif /* CuBLAS */ #ifdef BENCH_CUBLAS T *cux, *cuy; cudaMalloc((void**) &cux, N * sizeof(T)); cudaMalloc((void**) &cuy, N * sizeof(T)); CUDA_BENCHMARK(cublasSaxpy(N, 2, cux, 1, cuy, 1), bandwidth(3*N, tres, dtsize)) cudaFree(cux); cudaFree(cuy); #endif std::cout << std::endl; } std::cout << "\n\n" << std::flush; // std::cout << "#DOT" << std::endl; // for(std::vector::const_iterator it = BLAS1_N.begin() ; it != BLAS1_N.end() ; ++it) // { // int_t N = *it; // std::cout << N; // /* ATIDLAS */ // ad::array x(N, dtype), y(N, dtype); // ad::array scratch(N, dtype); // ad::scalar s(dtype); // CL_BENCHMARK(s = dot(x,y), bandwidth(2*N, tres, dtsize)); // /* clAmdBlas */ //#ifdef BENCH_CLAMDBLAS // CL_BENCHMARK(clAmdBlasSdot(N, s.data()(), 0, x.data()(), 0, 1, y.data()(), 0, 1, scratch.data()(), 1, &ad::cl_ext::get_queue(x.context(), 0)(), 0, NULL, NULL), bandwidth(2*N, tres, dtsize)) //#endif // /* BLAS */ //#ifdef BENCH_CBLAS // std::vector cx(N), cy(N); // ad::copy(x, cx); // ad::copy(y, cy); // CPU_BENCHMARK(cblas_sdot(N, cx.data(), 1, cy.data(), 1), bandwidth(2*N, tres, dtsize)); //#endif // std::cout << std::endl; // } // std::cout << "\n\n" << std::flush; // /*---------*/ // /*--BLAS2--*/ // /*---------*/ // //T-layout // std::cout << "#GEMV-T" << std::endl; // for(std::vector::const_iterator Mit = BLAS2_M.begin() ; Mit != BLAS2_M.end() ; ++Mit) // for(std::vector::const_iterator Nit = BLAS2_N.begin() ; Nit != BLAS2_N.end() ; ++Nit) // { // int_t M = *Mit; // int_t N = *Nit; // std::cout << M << "," << N; // /* ATIDLAS */ // ad::array A(N, M, dtype), y(M, dtype), x(N, dtype); // CL_BENCHMARK(y = dot(trans(A),x), bandwidth(M*N + M + N, tres, dtsize)); // /* clAmdBlas */ // #ifdef BENCH_CLAMDBLAS // CL_BENCHMARK(clAmdBlasSgemv(clAmdBlasColumnMajor, clAmdBlasTrans, N, M, 1, A.data()(), A.ld(), x.data()(), 0, 1, 0, y.data()(), 0, 1, 1, &ad::cl_ext::get_queue(x.context(), 0)(),0, NULL, NULL), bandwidth(M*N + M + N, tres, dtsize)) // #endif // /* BLAS */ // #ifdef BENCH_CBLAS // std::vector cA(N*M), cx(N), cy(M); // ad::copy(x, cx); // ad::copy(y, cy); // ad::copy(A, cA); // CPU_BENCHMARK(cblas_sgemv(CblasColMajor, CblasTrans, N, M, 1, cA.data(), N, cx.data(), 1, 0, cy.data(), 1), bandwidth(M*N + M + N, tres, dtsize)); // #endif // std::cout << std::endl; // } // std::cout << "\n\n" << std::flush; //// /*---------*/ //// /*--BLAS3--*/ //// /*---------*/ // std::cout << "#GEMM-NT" << std::endl; // for(std::vector::const_iterator Mit = BLAS3_M.begin() ; Mit != BLAS3_M.end() ; ++Mit) // for(std::vector::const_iterator Nit = BLAS3_N.begin() ; Nit != BLAS3_N.end() ; ++Nit) // for(std::vector::const_iterator Kit = BLAS3_K.begin() ; Kit != BLAS3_K.end() ; ++Kit) // { // int_t M = *Kit, N = *Kit, K = *Kit; // std::cout << M << "," << N << "," << K; // /* ATIDLAS */ // ad::array C(M, N, dtype), A(M, K, dtype), B(N, K, dtype); // CL_BENCHMARK(C = dot(A,trans(B)), gflops((double)2*M*N*K, tres)); // /* clAmdBlas */ // #ifdef BENCH_CLAMDBLAS // CL_BENCHMARK(clAmdBlasSgemm(clAmdBlasColumnMajor, clAmdBlasNoTrans, clAmdBlasTrans, M, N, K, 1, A.data()(), A.ld(), B.data()(), B.ld(), // 0, C.data()(), C.ld(), 1, &ad::cl_ext::get_queue(C.context(), 0)(),0, NULL, NULL), gflops((double)2*M*N*K, tres)) // #endif // /* BLAS */ // #ifdef BENCH_CBLAS // std::vector cC(M*N), cA(M*K), cB(N*K); // ad::copy(C, cC); // ad::copy(A, cA); // ad::copy(B, cB); // CPU_BENCHMARK(cblas_sgemm(CblasColMajor, CblasNoTrans, CblasTrans, M, N, K, 1, cA.data(), M, cB.data(), N, 1, cC.data(), M), gflops((double)2*M*N*K, tres)); // #endif // std::cout << std::endl; // } } int main(int argc, char* argv[]) { #ifdef BENCH_CLAMDBLAS clAmdBlasSetup(); #endif int device_idx = 0; if(ad::cl_ext::queues.size()>1){ ad::cl_ext::queues_t & queues = ad::cl_ext::queues; if(argc!=2) { std::cerr << "usage : blas-bench [DEVICE_IDX]" << std::endl; std::cout << "Devices available: " << std::endl; unsigned int current=0; for(ad::cl_ext::queues_t::const_iterator it = queues.begin() ; it != queues.end() ; ++it){ cl::Device device = it->first.getInfo()[0]; std::cout << current++ << ": " << device.getInfo() << "(" << cl::Platform(device.getInfo()).getInfo() << ")" << std::endl; } exit(EXIT_FAILURE); } else if(argc==2) device_idx = atoi(argv[1]); } ad::cl_ext::default_context_idx = device_idx; std::cout << "#Benchmark : BLAS" << std::endl; std::cout << "#----------------" << std::endl; bench(ad::FLOAT_TYPE); #ifdef BENCH_CLAMDBLAS clAmdBlasTeardown(); #endif }