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100 lines
3.3 KiB
C++
100 lines
3.3 KiB
C++
#include "test_common.hpp"
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#include "test_perf.hpp"
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void PERF_TEST::Test_MatMul(aclCxt *acl_context)
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{
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int val, type;
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int valmax = 4096;
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double begin, end, time, acltime;
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Common_Test test;
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type = CV_32FC1;
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for (val = 8; val <= valmax; val *= 2)
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{
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Mat mat_src(val, val, type);
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Mat mat_src1(val, val, type);
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Mat mat_dest(val, val, type);
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Mat mat_dest1(val, val, type);
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test.SetDataRange(mat_src, 32);
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test.SetDataRange(mat_src1, 32);
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test.SetDataRange(mat_dest, 32);
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aclMat aclmat_src(val, val, type, mat_src.data, acl_context);
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aclMat aclmat_src1(val, val, type, mat_src1.data, acl_context);
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aclMat aclmat_dest(val, val, type, mat_dest.data, acl_context);
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int n = 100;
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begin = static_cast<double>(getTickCount());
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while (n--)
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mat_dest = mat_src * mat_src1;
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end = static_cast<double>(getTickCount());
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time = (end - begin) / getTickFrequency();
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n = 100;
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begin = static_cast<double>(getTickCount());
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while (n--)
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MatMul(aclmat_src1, aclmat_src, aclmat_dest);
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end = static_cast<double>(getTickCount());
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acltime = (end - begin) / getTickFrequency();
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aclmat_dest.download(mat_dest1);
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bool ret = test.Test_Diff(mat_dest, mat_dest1);
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ASSERT_TRUE(ret);
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if (val < 128)
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cout << "Shape: " << val << " x " << val << "\t\t";
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else
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cout << "Shape: " << val << " x " << val << "\t";
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cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl;
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}
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}
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void PERF_TEST::Test_Convolution(aclCxt *acl_context)
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{
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int val, type;
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int valmax = 4096;
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double begin, end, time, acltime;
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Common_Test test;
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type = CV_32FC1;
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for (val = 8; val <= valmax; val *= 2)
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{
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Mat mat_src(val, val, type, Scalar{1, 2});
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Mat mat_kernel(3, 3, type, Scalar(1, 4));
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Mat mat_dest(val, val, type, Scalar{6});
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aclMat aclmat_src(val, val, type, mat_src.data, acl_context);
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aclMat aclmat_kernel(3, 3, type, mat_kernel.data, acl_context);
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aclMat aclmat_dest(val, val, type, mat_dest.data, acl_context);
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int n = 100;
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begin = static_cast<double>(getTickCount());
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while (n--)
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filter2D(mat_src, mat_dest, -1, mat_kernel);
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end = static_cast<double>(getTickCount());
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time = (end - begin) / getTickFrequency();
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n = 100;
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begin = static_cast<double>(getTickCount());
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vector<int64_t> strides{1, 1, 1, 1};
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vector<int64_t> pads{1, 1, 1, 1};
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while (n--)
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Convolution(aclmat_src, aclmat_kernel, aclmat_dest, strides, pads);
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end = static_cast<double>(getTickCount());
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Mat mat_dest1(aclmat_dest.rows, aclmat_dest.cols, type);
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acltime = (end - begin) / getTickFrequency();
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aclmat_dest.download(mat_dest1);
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/*
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bool ret = test.Test_Diff(mat_dest, mat_dest1);
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ASSERT_TRUE(ret);
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*/
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if (val < 128)
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cout << "Shape: " << val << " x " << val << "\t\t";
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else
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cout << "Shape: " << val << " x " << val << "\t";
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cout << "CpuTimes: " << time << "\tAclTimes: " << acltime << "\tRate: " << time / acltime << endl;
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}
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} |