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Int8 block layout support #28741 After this patch we got the following speed ups on **resnet50-qdq.onnx** model. - Inference time now: **_~6.6ms_** (inference time using onnxruntime is ~5.7ms). - Inference time before: _**~11.5ms**_ [after QDQ PR #28595] - Speed up: _**~42.6% or 1.74x**_ - Device details: - Model name: Intel(R) Core(TM) i9-14900KS, x86, 32 Cores, ubuntu 24.04, ### 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