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Merge pull request #29369 from abhishek-gola:fp8_support
FP8 support in core module #29369 Core part of https://github.com/opencv/opencv/issues/29313 ### 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 - [x] There is a reference to the original bug report and related work - [x] There is accuracy test, performance test and test data in opencv_extra repository, if applicable Patch to opencv_extra has the same branch name. - [x] The feature is well documented and sample code can be built with the project CMake
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@@ -2370,10 +2370,61 @@ TEST_P(FileStorage_exact_type, long_int_mat)
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EXPECT_EQ(cv::norm(src, dst, NORM_INF), 0.0);
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}
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TEST_P(FileStorage_exact_type, fp8_mat)
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{
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const int fp8[] = { CV_8F_E4M3FN, CV_8F_E4M3FNUZ };
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float vals[] = { 0.f, 0.5f, 1.f, 1.5f, 2.f, 3.f, 4.f, 6.f, -1.5f, -2.f };
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Mat f(1, 10, CV_32F, vals);
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for (int d : fp8)
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{
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Mat src; f.convertTo(src, d);
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Mat dst = fsWriteRead(src, GetParam());
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ASSERT_EQ(src.type(), dst.type());
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ASSERT_EQ(src.size, dst.size);
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EXPECT_EQ(0, memcmp(src.data, dst.data, src.total() * src.elemSize())) << "fp8 depth " << d;
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}
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}
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INSTANTIATE_TEST_CASE_P(Core_InputOutput,
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FileStorage_exact_type, Values(".yml", ".xml", ".json", ".xml.gz", ".xml.gz0", ".xml.gz9")
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);
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TEST(Core_InputOutput, fp8_base64)
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{
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const int fp8[] = { CV_8F_E4M3FN, CV_8F_E4M3FNUZ };
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float vals[] = { 0.f, 0.5f, 1.f, 1.5f, 2.f, 3.f, 4.f, 6.f, -1.5f, -2.f };
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Mat f(1, 10, CV_32F, vals);
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for (const char* ext : { ".yml", ".xml", ".json" })
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for (int d : fp8)
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{
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Mat src; f.convertTo(src, d);
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std::string fn = cv::tempfile(ext);
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{ FileStorage fs(fn, FileStorage::WRITE_BASE64); fs << "m" << src; }
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Mat dst; { FileStorage fs(fn, FileStorage::READ); fs["m"] >> dst; }
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remove(fn.c_str());
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ASSERT_EQ(src.type(), dst.type());
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ASSERT_EQ(src.size, dst.size);
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EXPECT_EQ(0, memcmp(src.data, dst.data, src.total() * src.elemSize()))
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<< "fp8 depth " << d << " ext " << ext;
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}
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}
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TEST(Core_InputOutput, fp8_scalar)
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{
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for (const char* ext : { ".yml", ".xml", ".json" })
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{
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cv::fp8_t a(2.5f);
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cv::fp8a_t b(-1.5f);
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std::string fn = cv::tempfile(ext);
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{ FileStorage fs(fn, FileStorage::WRITE); fs << "a" << a << "b" << b; }
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cv::fp8_t a2; cv::fp8a_t b2;
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{ FileStorage fs(fn, FileStorage::READ); fs["a"] >> a2; fs["b"] >> b2; }
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remove(fn.c_str());
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EXPECT_EQ((float)a, (float)a2) << ext;
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EXPECT_EQ((float)b, (float)b2) << ext;
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}
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}
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TEST(Core_InputOutput, YAML_Compatibility)
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{
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string filename = cv::tempfile(".yaml");
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