Added PreprocessConversionTest tests (#4946)

* Added PreprocessConversionTest tests

* Disabled tests on GPU: CVS-51764

* Disabled some tests on VPU and TEMPLATE

* Support for input layout conversions in TEMPLATE plugin

docs/template_plugin/tests/functional/shared_tests_instances/behavior/set_preprocess.cpp

@@ -26,4 +26,32 @@ INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessTest,
                                 ::testing::ValuesIn(configs)),
                         PreprocessTest::getTestCaseName);
 
+const std::vector<InferenceEngine::Precision> ioPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::U8
+};
+const std::vector<InferenceEngine::Layout> netLayouts = {
+    InferenceEngine::Layout::NCHW,
+    // InferenceEngine::Layout::NHWC
+};
+
+const std::vector<InferenceEngine::Layout> ioLayouts = {
+    InferenceEngine::Layout::NCHW,
+    InferenceEngine::Layout::NHWC
+};
+
+INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessConversionTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::ValuesIn(ioPrecisions),
+                                ::testing::ValuesIn(ioPrecisions),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::ValuesIn(ioLayouts),
+                                ::testing::ValuesIn(ioLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
+                        PreprocessConversionTest::getTestCaseName);
+
 }  // namespace

docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/convolution.cpp

@@ -14,6 +14,7 @@ namespace {
 // ! [test_convolution:declare_parameters]
 const std::vector<InferenceEngine::Precision> netPrecisions = {
     InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16,
 };
 
 /* ============= 2D Convolution ============= */
@@ -112,7 +113,7 @@ const auto conv3DParams_AutoPadValid = ::testing::Combine(
         ::testing::Values(ngraph::op::PadType::VALID)
 );
 
-INSTANTIATE_TEST_CASE_P(Convolution3D_ExplicitPadding, ConvolutionLayerTest,
+INSTANTIATE_TEST_CASE_P(smoke_Convolution3D_ExplicitPadding, ConvolutionLayerTest,
                         ::testing::Combine(
                                 conv3DParams_ExplicitPadding,
                                 ::testing::ValuesIn(netPrecisions),
@@ -124,7 +125,7 @@ INSTANTIATE_TEST_CASE_P(Convolution3D_ExplicitPadding, ConvolutionLayerTest,
                                 ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         ConvolutionLayerTest::getTestCaseName);
 
-INSTANTIATE_TEST_CASE_P(Convolution3D_AutoPadValid, ConvolutionLayerTest,
+INSTANTIATE_TEST_CASE_P(nightly_Convolution3D_AutoPadValid, ConvolutionLayerTest,
                         ::testing::Combine(
                                 conv3DParams_AutoPadValid,
                                 ::testing::ValuesIn(netPrecisions),

docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/reshape.cpp

@@ -14,7 +14,7 @@ const std::vector<InferenceEngine::Precision> netPrecisions = {
         InferenceEngine::Precision::FP32,
 };
 
-INSTANTIATE_TEST_CASE_P(ReshapeCheckDynBatch, ReshapeLayerTest,
+INSTANTIATE_TEST_CASE_P(smoke_ReshapeCheckDynBatch, ReshapeLayerTest,
         ::testing::Combine(
                 ::testing::Values(true),
                 ::testing::ValuesIn(netPrecisions),
@@ -28,7 +28,7 @@ INSTANTIATE_TEST_CASE_P(ReshapeCheckDynBatch, ReshapeLayerTest,
                 ::testing::Values(std::map<std::string, std::string>({}))),
                 ReshapeLayerTest::getTestCaseName);
 
-INSTANTIATE_TEST_CASE_P(ReshapeCheck, ReshapeLayerTest,
+INSTANTIATE_TEST_CASE_P(smoke_ReshapeCheck, ReshapeLayerTest,
         ::testing::Combine(
                 ::testing::Values(true),
                 ::testing::ValuesIn(netPrecisions),

docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/softmax.cpp

@@ -42,7 +42,7 @@ const auto params2D = testing::Combine(
 );
 
 INSTANTIATE_TEST_CASE_P(
-        SoftMax2D,
+        smoke_SoftMax2D,
         SoftMaxLayerTest,
         params2D,
         SoftMaxLayerTest::getTestCaseName
@@ -69,7 +69,7 @@ const auto params4D = testing::Combine(
 );
 
 INSTANTIATE_TEST_CASE_P(
-        SoftMax4D,
+        smoke_SoftMax4D,
         SoftMaxLayerTest,
         params4D,
         SoftMaxLayerTest::getTestCaseName

docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/split.cpp

@@ -11,7 +11,7 @@ using namespace LayerTestsDefinitions;
 
 namespace {
 
-INSTANTIATE_TEST_CASE_P(NumSplitsCheck, SplitLayerTest,
+INSTANTIATE_TEST_CASE_P(smoke_NumSplitsCheck, SplitLayerTest,
                         ::testing::Combine(
                                 ::testing::Values(1, 2, 3, 5, 6, 10, 30),
                                 ::testing::Values(0, 1, 2, 3),

docs/template_plugin/tests/functional/skip_tests_config.cpp

@@ -14,5 +14,8 @@ std::vector<std::string> disabledTestPatterns() {
         R"(.*SplitLayerTest.*numSplits\=30.*)",
         // CVS-44774
         ".*PreprocessTest.*",
+        // CVS-51758
+        ".*PreprocessConversionTest.*oPRC=U8.*",
+        ".*PreprocessConversionTest.*oLT=NHWC.*"
     };
 }