Remove ngraph::helper (#22704)

### Details:
 - Port required functions to `common_test_utils/test_helpers.*pp`
 - Delete `ov_models` target

### Tickets:
 - [CVS-123998](https://jira.devtools.intel.com/browse/CVS-123998)

src/common/transformations/tests/CMakeLists.txt

@@ -16,6 +16,7 @@ ov_add_test_target(
         gmock
         func_test_utils
         openvino::offline_transformations
+        openvino::reference
         sharedTestClasses
         ov_lpt_models
     ADD_CLANG_FORMAT

src/plugins/auto/tests/functional/behavior/infer_consistency_test.hpp

@@ -8,8 +8,8 @@
 
 #include "auto_func_test.hpp"
 #include "common_test_utils/include/common_test_utils/ov_tensor_utils.hpp"
+#include "common_test_utils/ov_test_utils.hpp"
 #include "common_test_utils/test_common.hpp"
-#include "ov_models/utils/ov_helpers.hpp"
 
 namespace ov {
 namespace auto_plugin {
@@ -76,7 +76,7 @@ class Consistency_Test : public AutoFuncTests, public testing::WithParamInterfac
                     inf_req.set_tensor(iter, tensor);
                 }
             }
-            auto refOutData = ngraph::helpers::interpretFunction(model_cannot_batch, input_data);
+            auto refOutData = ov::test::utils::infer_on_template(model_cannot_batch, input_data);
             ref.push_back(refOutData);
         }
         for (size_t i = 0; i < 50; i++) {

src/plugins/auto/tests/unit/CMakeLists.txt

@@ -18,13 +18,11 @@ ov_add_test_target(
             ${CMAKE_CURRENT_SOURCE_DIR}
             ${OpenVINO_SOURCE_DIR}/src/plugins/auto/src
         LINK_LIBRARIES
-            ov_models
             unit_test_utils
         ADD_CPPLINT
         DEPENDENCIES
             openvino_template_extension
             mock_engine
-            ov_models
         LABELS
             OV UNIT MULTI AUTO
 )

src/plugins/auto_batch/tests/unit/CMakeLists.txt

@@ -22,10 +22,8 @@ ov_add_test_target(
             ${SHARED_HEADERS_DIR}
         LINK_LIBRARIES
             unit_test_utils
-            ov_models
         DEPENDENCIES
             mock_engine
-            ov_models
         ADD_CPPLINT
         LABELS
             OV UNIT AUTO_BATCH

src/plugins/hetero/tests/unit/CMakeLists.txt

@@ -21,7 +21,6 @@ ov_add_test_target(
             ${OBJ_LIB}
         LINK_LIBRARIES
             unit_test_utils
-            ov_models
         DEPENDENCIES
             mock_engine
         ADD_CLANG_FORMAT

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/classes/activation.hpp

@@ -10,6 +10,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "utils/cpu_test_utils.hpp"
 #include "gtest/gtest.h"
+#include "common_test_utils/test_enums.hpp"
 
 namespace ov {
 namespace test {

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/gather_tree.cpp

@@ -7,6 +7,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/instances/x64/activation.cpp

@@ -4,6 +4,7 @@
 
 #include "custom/single_layer_tests/classes/activation.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 using namespace ov::test::utils;

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/non_max_suppression.cpp

@@ -8,6 +8,7 @@
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "shared_test_classes/base/utils/ranges.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/pad.cpp

@@ -8,6 +8,7 @@
 #include "openvino/op/pad.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/reverse_sequence.cpp

@@ -7,6 +7,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/shape_ops.cpp

@@ -7,6 +7,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/slice.cpp

@@ -7,6 +7,7 @@
 
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 using namespace ov::test;

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/strided_slice.cpp

@@ -6,6 +6,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace CPUTestUtils;
 using namespace ov;

src/plugins/intel_cpu/tests/functional/custom/single_layer_tests/variadic_split.cpp

@@ -6,6 +6,7 @@
 #include "common_test_utils/test_enums.hpp"
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "utils/cpu_test_utils.hpp"
+#include "common_test_utils/test_enums.hpp"
 
 using namespace ov::test;
 using namespace CPUTestUtils;

src/plugins/intel_cpu/tests/functional/custom/subgraph_tests/src/denormal_check.cpp

@@ -3,7 +3,7 @@
 //
 
 #include "shared_test_classes/base/ov_subgraph.hpp"
-#include "ov_models/utils/data_utils.hpp"
+#include "common_test_utils/data_utils.hpp"
 #include "openvino/runtime/aligned_buffer.hpp"
 
 namespace ov {

src/plugins/intel_cpu/tests/functional/custom/subgraph_tests/src/fuse_transpose_reorder.cpp

@@ -5,7 +5,7 @@
 #include "custom/subgraph_tests/include/fuse_transpose_reorder.hpp"
 #include "common_test_utils/node_builders/constant.hpp"
 #include "common_test_utils/node_builders/convolution.hpp"
-#include "ov_models/preprocess/preprocess_builders.hpp"
+#include "common_test_utils/subgraph_builders/preprocess_builders.hpp"
 #include "openvino/openvino.hpp"
 #include "functional_test_utils/skip_tests_config.hpp"
 

src/plugins/intel_cpu/tests/functional/utils/fusing_test_utils.hpp

@@ -9,7 +9,7 @@
 #include "common_test_utils/node_builders/fake_quantize.hpp"
 #include "cpu_test_utils.hpp"
 #include "openvino/runtime/system_conf.hpp"
-#include "ov_models/utils/data_utils.hpp"
+#include "common_test_utils/data_utils.hpp"
 #include "openvino/op/multiply.hpp"
 #include "openvino/op/add.hpp"
 #include "openvino/op/matmul.hpp"

src/plugins/intel_cpu/tests/unit/CMakeLists.txt

@@ -57,7 +57,6 @@ ov_add_test_target(
             openvino::shape_inference
             openvino_runtime_s
             unit_test_utils
-            ov_models
             ov_snippets_models
             snippets_test_utils
             ${MLAS_LIBRARY}

src/plugins/intel_gpu/tests/functional/single_layer_tests/dynamic/dft.cpp

@@ -5,7 +5,6 @@
 #include "shared_test_classes/base/ov_subgraph.hpp"
 #include "common_test_utils/ov_tensor_utils.hpp"
 #include "common_test_utils/test_enums.hpp"
-#include "ov_models/utils/ov_helpers.hpp"
 
 #include "openvino/op/parameter.hpp"
 #include "openvino/op/constant.hpp"

src/plugins/intel_gpu/tests/functional/subgraph_tests/dynamic/kv_cache.cpp

@@ -8,7 +8,6 @@
 #include "common_test_utils/file_utils.hpp"
 #include "subgraphs_builders.hpp"
 #include "shared_test_classes/base/utils/compare_results.hpp"
-#include "ov_models/utils/ov_helpers.hpp"
 
 #include "openvino/op/parameter.hpp"
 #include "openvino/op/result.hpp"
@@ -100,18 +99,6 @@ const std::vector<std::vector<InputShape>> input_shapes_basic = {
     },
 };
 
-void resize_function(std::shared_ptr<ov::Model> function, const std::vector<ov::Shape>& targetInputStaticShapes) {
-    auto inputs = function->inputs();
-    std::map<ov::Output<ov::Node>, ov::PartialShape> shapes;
-    OPENVINO_ASSERT(inputs.size() <= targetInputStaticShapes.size(),
-        "targetInputStaticShapes.size() = ", targetInputStaticShapes.size(), " != inputs.size() = ", inputs.size());
-
-    for (size_t i = 0; i < inputs.size(); i++) {
-        shapes.insert({inputs[i], targetInputStaticShapes[i]});
-    }
-    function->reshape(shapes);
-}
-
 INSTANTIATE_TEST_SUITE_P(smoke_GPU_Dynamic,
                          KVCacheTest,
                          ::testing::Combine(::testing::ValuesIn(input_shapes_basic),
@@ -166,7 +153,12 @@ class KVCacheTests: public ::testing::Test {
             auto ref_model = model->clone();
             ov::Tensor kv_cache_copy(kv_cache.get_element_type(), kv_cache.get_shape());
             kv_cache.copy_to(kv_cache_copy);
-            resize_function(ref_model, {kv_cache_copy.get_shape(), new_token_data.get_shape(), matmul_data.get_shape()});
+            std::map<ov::Output<ov::Node>, ov::PartialShape> shapes = {
+                {ref_model->input(0), kv_cache_copy.get_shape()},
+                {ref_model->input(1), new_token_data.get_shape()},
+                {ref_model->input(2), matmul_data.get_shape()}
+            };
+            ref_model->reshape(shapes);
 
             auto compiled_model_ref = core->compile_model(ref_model, ov::test::utils::DEVICE_TEMPLATE);
             auto inf_req_ref = compiled_model_ref.create_infer_request();
@@ -349,18 +341,21 @@ class KVCacheTests: public ::testing::Test {
             auto input1 = ref_model->get_parameters().at(1);
             auto input2 = ref_model->get_parameters().at(2);
             auto input3 = fuse_cache_reorder ? ref_model->get_parameters().at(3)  : nullptr;
-            std::vector<ov::Shape> input_shapes = {kv_cache.get_shape(), new_token_data.get_shape(), matmul_data.get_shape()};
+            std::map<ov::Output<ov::Node>, ov::PartialShape> input_shapes = {
+                {input0, kv_cache.get_shape()},
+                {input1, new_token_data.get_shape()},
+                {input2, matmul_data.get_shape()}
+            };
             std::map<std::shared_ptr<ov::Node>, ov::Tensor> inputs = {
                 {input0, kv_cache},
                 {input1, new_token_data},
                 {input2, matmul_data}
             };
             if (fuse_cache_reorder) {
-                input_shapes.push_back(beam_idx_shape);
+                input_shapes[input3] = beam_idx_shape;
                 inputs.emplace(input3, beam_idx_data);
             }
-
-            resize_function(ref_model, input_shapes);
+            ref_model->reshape(input_shapes);
             return ov::test::utils::infer_on_template(ref_model, inputs);
         };
 

src/tests/functional/plugin/shared/CMakeLists.txt

@@ -62,7 +62,7 @@ ov_add_target(
                 openvino::pugixml
                 common_test_utils
                 func_test_utils
-                ov_models
+                ov_models   # TODO (vurusovs): delete after migration of NVidia and NPU
                 ov_lpt_models
                 sharedTestClasses
             PRIVATE

src/tests/functional/plugin/shared/src/low_precision_transformations/convolution_qdq_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/fake_quantize_and_convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/convolution_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/fake_quantize_and_convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/convolution_with_incorrect_weights.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/depth_to_space_transformation.cpp

@@ -13,7 +13,6 @@
 #include "openvino/op/depth_to_space.hpp"
 #include "openvino/pass/constant_folding.hpp"
 #include "ov_lpt_models/depth_to_space.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "transformations/common_optimizations/depth_to_space_fusion.hpp"
 #include "transformations/init_node_info.hpp"
 #include "transformations/utils/utils.hpp"

src/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 
 namespace LayerTestsDefinitions {
 

src/tests/functional/plugin/shared/src/low_precision_transformations/fully_connected_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/mat_mul.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/fuse_convert_transformation.cpp

@@ -12,7 +12,6 @@
 
 #include "common_test_utils/common_utils.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/fuse_convert.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/group_convolution_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/group_convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/groupconvolution_qdq_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/fake_quantize_and_convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_with_optimized_constant_fq.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/mat_mul_with_optimized_constant_fake_quantize.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/multiply_to_group_convolution_transformation.cpp

@@ -12,7 +12,6 @@
 
 #include "common_test_utils/common_utils.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/multiply_to_group_convolution.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/mvn_transformation.cpp

@@ -12,7 +12,6 @@
 
 #include "common_test_utils/common_utils.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/mvn.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/normalize_transformation.cpp

@@ -12,7 +12,6 @@
 
 #include "common_test_utils/common_utils.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/normalize_l2.hpp"
 
 namespace LayerTestsDefinitions {

src/tests/functional/plugin/shared/src/low_precision_transformations/output_layers_concat.cpp

@@ -13,7 +13,6 @@
 #include "common_test_utils/common_utils.hpp"
 #include "common_test_utils/node_builders/fake_quantize.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 
 namespace LayerTestsDefinitions {
 

src/tests/functional/plugin/shared/src/low_precision_transformations/output_layers_concat_multi_channel.cpp

@@ -13,7 +13,6 @@
 #include "common_test_utils/common_utils.hpp"
 #include "common_test_utils/node_builders/fake_quantize.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 
 namespace LayerTestsDefinitions {
 

src/tests/functional/plugin/shared/src/low_precision_transformations/output_layers_handling_in_transformations.cpp

@@ -13,7 +13,6 @@
 #include "common_test_utils/common_utils.hpp"
 #include "common_test_utils/node_builders/fake_quantize.hpp"
 
-#include "ov_models/pass/convert_prc.hpp"
 
 namespace LayerTestsDefinitions {
 

src/tests/functional/plugin/shared/src/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp

@@ -11,7 +11,6 @@
 
 
 #include "common_test_utils/common_utils.hpp"
-#include "ov_models/pass/convert_prc.hpp"
 #include "ov_lpt_models/fake_quantize_and_convolution.hpp"
 
 namespace LayerTestsDefinitions {