#include "test_common.hpp" #include "test_perf.hpp" using namespace cv; using namespace cv::acl; using namespace cvtest; using namespace testing; using namespace std; void PERF_TEST::Test_Abs(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int s_val_2 = -2, s_val_4 = -4, s_val_6 = -6; constexpr int start_val = 8; constexpr int min_format_flag = 128; vector type{CV_32FC1, CV_32SC1}; for (size_t i = 0; i < type.size(); ++i) { test.PrintLog("Perf test : Function: Abs()", type[i]); for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src(val, val, type[i], Scalar{s_val_2}); Mat mat_dest(val, val, type[i], Scalar{s_val_4}); Mat mat_dest1(val, val, type[i], Scalar{s_val_6}); aclMat aclmat_src(val, val, type[i], mat_src.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) mat_dest = abs(mat_src); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); aclmat_dest = abs(aclmat_src, 0); wait_stream(acl_context, 0); begin = static_cast(getTickCount()); while (n--) aclmat_dest = abs(aclmat_src, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); bool ret = test.Test_Diff(mat_dest, mat_dest1); ASSERT_TRUE(ret); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Pow(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int rand_data_range = 32; constexpr int min_format_flag = 128; vector type{CV_8UC1, CV_32FC1, CV_32SC1}; for (size_t i = 0; i < type.size(); ++i) { test.PrintLog("Perf test : Function: Pow()", type[i]); for (val = start_val; val <= valmax; val *= base) { n = cycle_index; int power = test.RandDom_(6); Mat mat_src(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src, rand_data_range); aclMat aclmat_src(val, val, type[i], mat_src.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) pow(mat_src, power, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); pow(aclmat_src, power, aclmat_dest, 0); wait_stream(acl_context, 0); begin = static_cast(getTickCount()); while (n--) pow(aclmat_src, power, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Sqrt(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range = 32; vector type{CV_32FC1, CV_64FC1}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src, rand_data_range); test.SetDataRange(mat_dest, rand_data_range); aclMat aclmat_src(val, val, type[i], mat_src.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) sqrt(mat_src, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); sqrt(aclmat_src, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) sqrt(aclmat_src, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Add(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range = 32; vector type{CV_8UC1, CV_32FC1, CV_32SC1, CV_64FC1}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src1(val, val, type[i]); Mat mat_src2(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src1, rand_data_range); test.SetDataRange(mat_src2, rand_data_range); test.SetDataRange(mat_dest, rand_data_range); aclMat aclmat_src1(val, val, type[i], mat_src1.data, acl_context); aclMat aclmat_src2(val, val, type[i], mat_src2.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) add(mat_src1, mat_src2, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); add(aclmat_src1, aclmat_src2, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) add(aclmat_src1, aclmat_src2, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); bool ret = test.Test_Diff(mat_dest, mat_dest1); ASSERT_TRUE(ret); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Divide(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range1 = 32; constexpr int rand_data_range2 = 4; vector type{CV_8UC1, CV_32FC1, CV_32SC1}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src1(val, val, type[i]); Mat mat_src2(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src1, rand_data_range1); test.SetDataRange(mat_src2, rand_data_range2); test.SetDataRange(mat_dest, rand_data_range1); aclMat aclmat_src1(val, val, type[i], mat_src1.data, acl_context); aclMat aclmat_src2(val, val, type[i], mat_src2.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) divide(mat_src1, mat_src2, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); divide(aclmat_src1, aclmat_src2, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) divide(aclmat_src1, aclmat_src2, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Exp(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range1 = 32; constexpr int rand_data_range2 = 2; vector type{CV_32FC1, CV_64FC1}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src, rand_data_range1); test.SetDataRange(mat_dest, rand_data_range2); aclMat aclmat_src(val, val, type[i], mat_src.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) exp(mat_src, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); exp(aclmat_src, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) exp(aclmat_src, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Log(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range = 32; vector type{CV_32FC1, CV_64FC1}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src, rand_data_range); test.SetDataRange(mat_dest, rand_data_range); aclMat aclmat_src(val, val, type[i], mat_src.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) log(mat_src, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); log(aclmat_src, aclmat_dest, 1); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) log(aclmat_src, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Max(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range = 32; vector type{CV_32FC2, CV_32SC2, CV_64FC2}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src1(val, val, type[i]); Mat mat_src2(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src1, rand_data_range); test.SetDataRange(mat_src2, rand_data_range); test.SetDataRange(mat_dest, rand_data_range); aclMat aclmat_src1(val, val, type[i], mat_src2.data, acl_context); aclMat aclmat_src2(val, val, type[i], mat_src1.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) cv::max(mat_src1, mat_src2, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); cv::acl::max(aclmat_src1, aclmat_src2, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) cv::acl::max(aclmat_src1, aclmat_src2, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); bool ret = test.Test_Diff(mat_dest, mat_dest1); ASSERT_TRUE(ret); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } } void PERF_TEST::Test_Min(aclCxt *acl_context) { int val, n; int valmax = 8192; int cycle_index = 10; double begin, end, time, acltime; Common_Test test; constexpr int base = 2; constexpr int start_val = 8; constexpr int min_format_flag = 128; constexpr int rand_data_range = 32; vector type{CV_32FC3, CV_32SC3, CV_64FC3}; for (size_t i = 0; i < type.size(); ++i) { for (val = start_val; val <= valmax; val *= base) { n = cycle_index; Mat mat_src1(val, val, type[i]); Mat mat_src2(val, val, type[i]); Mat mat_dest(val, val, type[i]); Mat mat_dest1(val, val, type[i]); test.SetDataRange(mat_src1, rand_data_range); test.SetDataRange(mat_src2, rand_data_range); test.SetDataRange(mat_dest, rand_data_range); aclMat aclmat_src1(val, val, type[i], mat_src2.data, acl_context); aclMat aclmat_src2(val, val, type[i], mat_src1.data, acl_context); aclMat aclmat_dest(val, val, type[i], mat_dest.data, acl_context); begin = static_cast(getTickCount()); while (n--) cv::min(mat_src1, mat_src2, mat_dest); end = static_cast(getTickCount()); time = (end - begin) / getTickFrequency() / cycle_index; n = (cycle_index - 1); cv::acl::min(aclmat_src1, aclmat_src2, aclmat_dest); wait_stream(acl_context); begin = static_cast(getTickCount()); while (n--) cv::acl::min(aclmat_src1, aclmat_src2, aclmat_dest, 1); wait_stream(acl_context, 1); end = static_cast(getTickCount()); acltime = (end - begin) / getTickFrequency() / (cycle_index - 1); aclmat_dest.download(mat_dest1); bool ret = test.Test_Diff(mat_dest, mat_dest1); ASSERT_TRUE(ret); if (val < min_format_flag) cout << "Shape: " << val << " x " << val << "\t\t"; else cout << "Shape: " << val << " x " << val << "\t"; cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl; } } }