#include "perf_precomp.hpp" namespace opencv_test { using namespace perf; typedef tuple Size_DepthSrc_DepthDst_Channels_alpha_t; typedef perf::TestBaseWithParam Size_DepthSrc_DepthDst_Channels_alpha; PERF_TEST_P( Size_DepthSrc_DepthDst_Channels_alpha, convertTo, testing::Combine ( testing::Values(szVGA, sz1080p), testing::Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), testing::Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F), testing::Values(1, 4), testing::Values(1.0, 1./255) ) ) { Size sz = get<0>(GetParam()); int depthSrc = get<1>(GetParam()); int depthDst = get<2>(GetParam()); int channels = get<3>(GetParam()); double alpha = get<4>(GetParam()); int maxValue = 255; Mat src(sz, CV_MAKETYPE(depthSrc, channels)); randu(src, 0, maxValue); Mat dst(sz, CV_MAKETYPE(depthDst, channels)); int runs = (sz.width <= 640) ? 8 : 1; TEST_CYCLE_MULTIRUN(runs) src.convertTo(dst, depthDst, alpha); double eps = depthSrc <= CV_32S && (depthDst <= CV_32S || depthDst == CV_64F) ? 1e-12 : (FLT_EPSILON * maxValue); eps = eps * std::max(1.0, fabs(alpha)); SANITY_CHECK(dst, eps); } // alpha param covers both the identity and scale FP8 kernels. // Two distributions tracked: well-scaled (fast path) vs near-zero (fallback path). typedef tuple Size_Fp8Depth_Alpha_t; typedef perf::TestBaseWithParam Size_Fp8Depth_Alpha; PERF_TEST_P( Size_Fp8Depth_Alpha, convertToFp8_wellScaled, testing::Combine ( testing::Values(szVGA, sz1080p), testing::Values(CV_8F_E4M3FN, CV_8F_E4M3FNUZ), testing::Values(1.0, 0.1) ) ) { Size sz = get<0>(GetParam()); int fp8depth = get<1>(GetParam()); double alpha = get<2>(GetParam()); Mat src(sz, CV_32FC1); randu(src, -8.0, 8.0); // mostly normal-range -> mostly the fast path Mat dst(sz, fp8depth); TEST_CYCLE() src.convertTo(dst, fp8depth, alpha, 0.0); SANITY_CHECK_NOTHING(); } PERF_TEST_P( Size_Fp8Depth_Alpha, convertToFp8_nearZero, testing::Combine ( testing::Values(szVGA, sz1080p), testing::Values(CV_8F_E4M3FN, CV_8F_E4M3FNUZ), testing::Values(1.0, 0.1) ) ) { Size sz = get<0>(GetParam()); int fp8depth = get<1>(GetParam()); double alpha = get<2>(GetParam()); Mat src(sz, CV_32FC1); randu(src, -0.006, 0.006); // below E4M3's smallest normal (2^-6) -> mostly the fallback path Mat dst(sz, fp8depth); TEST_CYCLE() src.convertTo(dst, fp8depth, alpha, 0.0); SANITY_CHECK_NOTHING(); } } // namespace