From 74a25df87e46d17f6398a6d83e853d12edeeb27b Mon Sep 17 00:00:00 2001 From: Madan mohan Manokar Date: Thu, 25 Jun 2026 12:16:33 +0530 Subject: [PATCH] Merge pull request #28706 from amd:perf_gemm Perf test for gemm #28706 OpenCV Extra: https://github.com/opencv/opencv_extra/pull/1336 - Added perf test to verify gemm performance. - small sizes, square & rectangular matrix shapes are added. - special case of n=1 and m=1 are added. ### Pull Request Readiness Checklist See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request - [x] I agree to contribute to the project under Apache 2 License. - [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV - [x] The PR is proposed to the proper branch - [ ] There is a reference to the original bug report and related work - [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable Patch to opencv_extra has the same branch name. - [ ] The feature is well documented and sample code can be built with the project CMake --- modules/core/perf/perf_gemm.cpp | 117 ++++++++++++++++++++++++++++++++ 1 file changed, 117 insertions(+) create mode 100644 modules/core/perf/perf_gemm.cpp diff --git a/modules/core/perf/perf_gemm.cpp b/modules/core/perf/perf_gemm.cpp new file mode 100644 index 0000000000..de8ad54815 --- /dev/null +++ b/modules/core/perf/perf_gemm.cpp @@ -0,0 +1,117 @@ +#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