#include "perf_precomp.hpp" namespace opencv_test { using namespace perf; CV_FLAGS(GemmFlag, 0, GEMM_1_T, GEMM_2_T, GEMM_3_T) typedef tuple, MatType, GemmFlag> GemmTestParams_t; class GemmTest : public perf::TestBaseWithParam { public: void runGemmTest(const GemmTestParams_t& params) { int M = get<0>(get<0>(params)); int N = get<1>(get<0>(params)); int K = get<2>(get<0>(params)); int type = get<1>(params); int flags = get<2>(params); Size aSize = (flags & GEMM_1_T) ? Size(M, K) : Size(K, M); Size bSize = (flags & GEMM_2_T) ? Size(K, N) : Size(N, K); Mat src1(aSize, type), src2(bSize, type), src3(M, N, type), dst(M, N, type); declare.in(src1, src2, src3, WARMUP_RNG).out(dst); TEST_CYCLE() cv::gemm(src1, src2, 1.0, src3, 1.0, dst, flags); if (dst.total() * dst.channels() < 26) SANITY_CHECK_NOTHING(); else SANITY_CHECK(dst, (CV_MAT_DEPTH(type) == CV_32F) ? 1e-4 : 1e-6, ERROR_RELATIVE); }; }; // Sparse coverage: exercise tiny/small/rectangular shapes and m=1/n=1 edge cases. // Large square sizes (640+) are covered by opencl/perf_gemm.cpp on the CPU perf tool. PERF_TEST_P(GemmTest, gemmTiny, testing::Combine( testing::Values( make_tuple(2, 2, 2), make_tuple(3, 3, 3) ), testing::Values(CV_32FC1, CV_64FC1), testing::Values(0, (int)GEMM_1_T, (int)GEMM_2_T, (int)(GEMM_1_T | GEMM_2_T)) )) { GemmTest::runGemmTest(GetParam()); } PERF_TEST_P(GemmTest, gemmSmall, testing::Combine( testing::Values( make_tuple(8, 8, 8), make_tuple(32, 32, 32), make_tuple(64, 64, 64), make_tuple(8, 16, 32) ), testing::Values(CV_32FC1), testing::Values(0, (int)GEMM_2_T) )) { GemmTest::runGemmTest(GetParam()); } PERF_TEST_P(GemmTest, gemmSquare, testing::Combine( testing::Values( make_tuple(256, 256, 256), make_tuple(512, 512, 512) ), testing::Values(CV_32FC1), testing::Values(0) )) { GemmTest::runGemmTest(GetParam()); } PERF_TEST_P(GemmTest, gemmRect, testing::Combine( testing::Values( make_tuple(1024, 64, 256), make_tuple(256, 1024, 512) ), testing::Values(CV_32FC1), testing::Values(0) )) { GemmTest::runGemmTest(GetParam()); } PERF_TEST_P(GemmTest, gemmM1, testing::Combine( testing::Values( make_tuple(1, 64, 2500) ), testing::Values(CV_32FC1), testing::Values(0, (int)GEMM_1_T) )) { GemmTest::runGemmTest(GetParam()); } PERF_TEST_P(GemmTest, gemmN1, testing::Combine( testing::Values( make_tuple(256, 1, 256) ), testing::Values(CV_32FC1), testing::Values(0) )) { GemmTest::runGemmTest(GetParam()); } } // namespace