Added int support for OpenVINO dnn backend

[alexlyulkov]

Modified dnn OpenVINO integration to support type inference and int operations.

Added OpenVINO support to Cast, CumSum, Expand, Gather, GatherElements, Scatter, ScatterND, Tile layers.
I tried to add Reduce layer, but looks like OpenVINO uses float values inside Reduce operation so it can't pass our int tests.

OpenVINO uses int32 precision for int64 operations, so I've modified input values for int64 tests when backend is OpenVINO.

OpenVINO has a strange behavior with custom layers and int64 values. After model compilation OpenVINO may change types, so the model can have different output type. That's why these tests were disabled:

• Test_ArgMax_Int.random/0, where GetParam() = (4, NGRAPH/CPU)
• Test_ArgMax_Int.random/6, where GetParam() = (11, NGRAPH/CPU)
• Test_Reduce_Int.random/6, where GetParam() = (11, NGRAPH/CPU)
• Test_Reduce_Int.two_axes/6, where GetParam() = (11, NGRAPH/CPU)

Also these tests were temporary disabled, they didn't work on both 4.x and 5.x branches:

• Test_Caffe_layers.layer_prelu_fc/0, where GetParam() = NGRAPH/CPU
• Test_ONNX_layers.LSTM_Activations/0, where GetParam() = NGRAPH/CPU
• Test_ONNX_layers.Quantized_Convolution/0, where GetParam() = NGRAPH/CPU
• Test_ONNX_layers.Quantized_Eltwise_Scalar/0, where GetParam() = NGRAPH/CPU
• Test_TFLite.EfficientDet_int8/0, where GetParam() = NGRAPH/CPU

Pull Request Readiness Checklist

See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request

• I agree to contribute to the project under Apache 2 License.
• 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
• The PR is proposed to the proper branch
• There is a reference to the original bug report and related work
• There is accuracy test, performance test and test data in opencv_extra repository, if applicable
  Patch to opencv_extra has the same branch name.
• The feature is well documented and sample code can be built with the project CMake

[asmorkalov]

[ RUN      ] Test_ONNX_conformance.Layer_Test/test_scatter_elements_with_negative_indices_NGRAPH_CPU, where GetParam() = (test_scatter_elements_with_negative_indices, NGRAPH/CPU)
Exception during net.forward() call!
unknown file: Failure
C++ exception with description "Check 'false' failed at src/inference/src/infer_request.cpp:215:
ScatterElementsUpdate node with name 'y' have indices value that points to non-existing output tensor element
" thrown in the test body.
[  FAILED  ] Test_ONNX_conformance.Layer_Test/test_scatter_elements_with_negative_indices_NGRAPH_CPU, where GetParam() = (test_scatter_elements_with_negative_indices, NGRAPH/CPU) (10 ms)

[asmorkalov]

Other failures are related to CI. I'll fix it and return back today.

[dkurt]

Did test work before the patch?

[alexlyulkov]

This test doesn't work in both 4.x and 5.x branches. Probably because I use the newest OpenVINO version

[dkurt]

Test definitely worked on 2023 release of OpenVINO. I will check 2024 version. I think ok to skip on this PR.

[asmorkalov]

Backport: #25524

[asmorkalov]

@dkurt could you take a look again?