[ONNX FE] [CPU] Tests were aligned with DeformableConvolution specification (#10808)

src/frontends/onnx/tests/models/org.openvinotoolkit/deformable_conv_2d.prototxt

@@ -41,13 +41,13 @@ graph {
             dim_value: 1
           }
           dim {
-            dim_value: 1
+            dim_value: 8
           }
           dim {
-            dim_value: 2
+            dim_value: 3
           }
           dim {
-            dim_value: 2
+            dim_value: 3
           }
         }
       }

src/frontends/onnx/tests/onnx_import_org_openvino.in.cpp

@@ -574,12 +574,23 @@ NGRAPH_TEST(${BACKEND_NAME}, onnx_model_deformable_conv_2d) {
         {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f});
 
     // deformations
-    test_case.add_input<float>({0.5f, -0.5f, 0.0f, 1.0f});
-
-    test_case.add_expected_output<float>(
-        Shape{1, 1, 3, 3},
-        {4.5999999f, 5.2000003f, 6.4000001f, 8.4000006f, 9.8000002f, 9.6999998f, 11.5f, 13.4000006f, 14.3999996f});
+    test_case.add_input<float>({0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,
+                                1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f,
+                                0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f,
+                                0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,
+                                1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f,
+                                0.0f, 1.0f,  1.0f,  0.5f, -0.5f, 0.0f,  1.0f, 0.5f,  -0.5f, 0.0f, 1.0f,  1.0f});
 
+    test_case.add_expected_output<float>(Shape{1, 1, 3, 3},
+                                         {6.9000001f,
+                                          2.8500001f,
+                                          6.4000001f,
+                                          13.4000006f,
+                                          11.8999996f,
+                                          7.9000006f,
+                                          12.4000006f,
+                                          4.6999998f,
+                                          1.6000000f});
     test_case.run();
 }
 

src/frontends/onnx/tests/runtime/ie/unit_test.manifest

@@ -383,9 +383,6 @@ IE_CPU/ElemTypesTests/1.onnx_test_add_abc_set_precission
 # RuntimeError: Unsupported dynamic ops: v4::Interpolate - Ticket: 50691
 onnx_upsample6_dynamic
 
-# random values returned from the plugin: ticket 51762
-onnx_model_deformable_conv_2d
-
 # Not yet implemented - refer PR#6601
 IE_CPU.onnx_model_gather_float_2D_neg_indices
 

src/plugins/intel_cpu/tests/functional/single_layer_tests/deformable_convolution.cpp

@@ -342,6 +342,12 @@ const std::vector<std::vector<size_t>> spatParamsDilationUneven = {
     {1, 1}, // off. spat. shape
     {2, 2} // ker. spat. shape
 };
+const std::vector<std::vector<size_t>> spatParams5_onnx2d = {
+    {1},    // batch
+    {4, 4}, // in. spat. shape
+    {3, 3}, // off. spat. shape
+    {2, 2}  // ker. spat. shape
+};
 const std::vector<std::vector<size_t>> channelParamsSingleGr = {
     {1}, // gr. 2,4
     {1, 2}, // def. gr. 1,2
@@ -360,7 +366,12 @@ const std::vector<std::vector<size_t>> channelParamsMulGr = {
     {3, 7}, // in. ch. per gr.
     {3, 7} // out. ch. per gr.
 };
-
+const std::vector<std::vector<size_t>> channelParams_onnx2d = {
+    {1},    // gr. 2,4
+    {1},    // def. gr. 1,2
+    {1},    // in. ch. per gr.
+    {1}     // out. ch. per gr.
+};
 const std::vector<std::vector<InputShape>> dynShapeChainRef = {
         {
             // gr == 2, dg == 1, in_ch_per_gr == 3, out_ch_per_gr == 3
@@ -599,6 +610,14 @@ const auto params10 = ::testing::Combine(
                              ::testing::ValuesIn(netPrecisions),
                              ::testing::Values(CommonTestUtils::DEVICE_CPU)),
                          ::testing::ValuesIn(filterCPUInfoForDevice(false)));
+const auto params11 = ::testing::Combine(
+                         ::testing::Combine(
+                            addSpParams,
+                            ::testing::ValuesIn(static_shapes_to_test_representation(buildStaticParams(spatParams5_onnx2d, channelParams_onnx2d))),
+                            defConvSpecificParams,
+                             ::testing::ValuesIn(netPrecisions),
+                             ::testing::Values(CommonTestUtils::DEVICE_CPU)),
+                         ::testing::ValuesIn(filterCPUInfoForDevice()));
 
 INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest1, DefConvLayerCPUTest, params1, DefConvLayerCPUTest::getTestCaseName);
 INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest2, DefConvLayerCPUTest, params2, DefConvLayerCPUTest::getTestCaseName);
@@ -610,5 +629,6 @@ INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest7, DefConvLayerCPUTest, params7, DefCo
 INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest8, DefConvLayerCPUTest, params8, DefConvLayerCPUTest::getTestCaseName);
 INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest9, DefConvLayerCPUTest, params9, DefConvLayerCPUTest::getTestCaseName);
 INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest10, DefConvLayerCPUTest, params10, DefConvLayerCPUTest::getTestCaseName);
+INSTANTIATE_TEST_SUITE_P(DefConvLayoutTest11, DefConvLayerCPUTest, params11, DefConvLayerCPUTest::getTestCaseName);
 } // namespace
 } // namespace CPULayerTestsDefinitions