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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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@@ -13,6 +13,15 @@ const int ARITHM_MAX_CHANNELS = 4;
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const int ARITHM_MAX_NDIMS = 4;
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const int ARITHM_MAX_SIZE_LOG = 10;
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// fp8 (E4M3) is excluded from the tolerance-checked element-wise pool: its 3-bit
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// mantissa can't meet these tests' error bounds and out-of-range inputs overflow to
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// NaN. fp8 conversion/arithmetic is covered directly in test_fp8.cpp.
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static const _OutputArray::DepthMask DEPTH_MASK_ALL_NO_FP8 =
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_OutputArray::DepthMask(_OutputArray::DEPTH_MASK_ALL &
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~((1 << CV_8F_E4M3FN) | (1 << CV_8F_E4M3FNUZ)));
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static const _OutputArray::DepthMask DEPTH_MASK_ALL_BUT_8S_NO_FP8 =
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_OutputArray::DepthMask(DEPTH_MASK_ALL_NO_FP8 & ~_OutputArray::DEPTH_MASK_8S);
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struct BaseElemWiseOp
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{
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enum
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@@ -41,7 +50,7 @@ struct BaseElemWiseOp
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virtual int getRandomType(RNG& rng)
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{
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return cvtest::randomType(rng, _OutputArray::DEPTH_MASK_ALL_BUT_8S, 1,
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return cvtest::randomType(rng, DEPTH_MASK_ALL_BUT_8S_NO_FP8, 1,
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ninputs > 1 ? ARITHM_MAX_CHANNELS : 4);
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}
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@@ -895,8 +904,8 @@ struct ConvertScaleOp : public BaseElemWiseOp
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}
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int getRandomType(RNG& rng)
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{
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int srctype = cvtest::randomType(rng, _OutputArray::DEPTH_MASK_ALL, 1, ARITHM_MAX_CHANNELS);
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ddepth = cvtest::randomType(rng, _OutputArray::DEPTH_MASK_ALL, 1, 1);
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int srctype = cvtest::randomType(rng, DEPTH_MASK_ALL_NO_FP8, 1, ARITHM_MAX_CHANNELS);
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ddepth = cvtest::randomType(rng, DEPTH_MASK_ALL_NO_FP8, 1, 1);
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return srctype;
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}
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double getMaxErr(int)
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@@ -994,7 +1003,7 @@ struct ConvertScaleAbsOp : public BaseElemWiseOp
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}
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int getRandomType(RNG& rng)
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{
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return cvtest::randomType(rng, _OutputArray::DEPTH_MASK_ALL, 1,
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return cvtest::randomType(rng, DEPTH_MASK_ALL_NO_FP8, 1,
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ninputs > 1 ? ARITHM_MAX_CHANNELS : 4);
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}
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double getMaxErr(int)
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