From 26bfa6f0acddc18f7d666de671c8b7a504fc4dad Mon Sep 17 00:00:00 2001
From: Ilya Lavrenov <ilya.lavrenov@intel.com>
Date: Wed, 26 May 2021 18:07:08 +0300
Subject: [PATCH] Tests for dynamic preprocessing in SetBlob (#5798)

* Corrected tests to match CVS-53713

* Fixed tests configs

* Skip tests on GPU

* Commented condition inside main SetBlob because of MYRIAD

* Adopted tests
---
 .../tests/functional/CMakeLists.txt           |   2 +-
 .../tests/functional/core_config.cpp          |   3 +-
 .../behavior/caching_tests.cpp                |  23 ++-
 .../behavior/config.cpp                       |  39 ++--
 .../behavior/core_integration.cpp             | 122 ++++++++----
 .../behavior/cpp_holders.cpp                  |  28 ++-
 .../behavior/exec_graph_info.cpp              |  19 +-
 .../behavior/infer_request.cpp                |  19 +-
 .../behavior/infer_request_callback.cpp       |  21 +-
 .../behavior/infer_request_config.cpp         |  19 +-
 .../behavior/infer_request_input.cpp          |  19 +-
 .../behavior/infer_request_output.cpp         |  19 +-
 .../behavior/layout.cpp                       |  27 ++-
 .../behavior/preprocessing.cpp                |  33 ++--
 .../behavior/set_preprocess.cpp               |  77 ++++++--
 .../behavior/test_plugin.cpp                  |  27 ++-
 .../behavior/version.cpp                      |  10 +-
 .../hetero/query_network.cpp                  |   8 +-
 .../hetero/synthetic.cpp                      |  13 +-
 .../single_layer_tests/convolution.cpp        | 141 ++++++++-----
 .../single_layer_tests/reshape.cpp            |  43 ++--
 .../single_layer_tests/softmax.cpp            |  51 +++--
 .../single_layer_tests/split.cpp              |  19 +-
 .../tests/functional/skip_tests_config.cpp    |   7 +-
 .../transformations/preprocessing.cpp         |   2 +
 .../template_transformations_test.cpp         |  20 +-
 .../interface/ie_iinfer_request_internal.cpp  |   7 +
 .../behavior/set_preprocess.cpp               |  56 ++++++
 .../skip_tests_config.cpp                     |   2 +
 .../behavior/set_preprocess.cpp               |  14 ++
 .../skip_tests_config.cpp                     |   1 +
 .../behavior/set_preprocess.cpp               |  15 ++
 .../include/behavior/set_preprocess.hpp       | 185 ++++++++++++++++--
 33 files changed, 808 insertions(+), 283 deletions(-)

diff --git a/docs/template_plugin/tests/functional/CMakeLists.txt b/docs/template_plugin/tests/functional/CMakeLists.txt
index 96ab3fdcbe4..a2962cea0ae 100644
--- a/docs/template_plugin/tests/functional/CMakeLists.txt
+++ b/docs/template_plugin/tests/functional/CMakeLists.txt
@@ -14,7 +14,7 @@ addIeTargetTest(
             IE::funcSharedTests
         INCLUDES
             "${IE_MAIN_TEMPLATE_PLUGIN_SOURCE_DIR}/include"
-        ADD_CLANG_FORMAT
+        ADD_CPPLINT
         LABELS
             TEMPLATE
 )
diff --git a/docs/template_plugin/tests/functional/core_config.cpp b/docs/template_plugin/tests/functional/core_config.cpp
index 6c70d61d35a..e75091f571f 100644
--- a/docs/template_plugin/tests/functional/core_config.cpp
+++ b/docs/template_plugin/tests/functional/core_config.cpp
@@ -4,4 +4,5 @@
 
 #include "functional_test_utils/core_config.hpp"
 
-void CoreConfiguration(LayerTestsUtils::LayerTestsCommon* test) {}
+void CoreConfiguration(LayerTestsUtils::LayerTestsCommon* test) {
+}
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/caching_tests.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/caching_tests.cpp
index 547c073ddbc..f61e4c54d7e 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/caching_tests.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/caching_tests.cpp
@@ -7,14 +7,19 @@
 using namespace LayerTestsDefinitions;
 
 namespace {
-static const std::vector<ngraph::element::Type> precisionsTemplate = {
-    ngraph::element::f32,
-};
+    static const std::vector<ngraph::element::Type> precisionsTemplate = {
+            ngraph::element::f32,
+    };
 
-static const std::vector<std::size_t> batchSizesTemplate = {1, 2};
+    static const std::vector<std::size_t> batchSizesTemplate = {
+            1, 2
+    };
 
-INSTANTIATE_TEST_CASE_P(smoke_CachingSupportCase_Template, LoadNetworkCacheTestBase,
-                        ::testing::Combine(::testing::ValuesIn(LoadNetworkCacheTestBase::getStandardFunctions()), ::testing::ValuesIn(precisionsTemplate),
-                                           ::testing::ValuesIn(batchSizesTemplate), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
-                        LoadNetworkCacheTestBase::getTestCaseName);
-}  // namespace
+    INSTANTIATE_TEST_CASE_P(smoke_CachingSupportCase_Template, LoadNetworkCacheTestBase,
+                            ::testing::Combine(
+                                    ::testing::ValuesIn(LoadNetworkCacheTestBase::getStandardFunctions()),
+                                    ::testing::ValuesIn(precisionsTemplate),
+                                    ::testing::ValuesIn(batchSizesTemplate),
+                                    ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                            LoadNetworkCacheTestBase::getTestCaseName);
+} // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/config.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/config.cpp
index 3a832a5dd04..e10f8d64c68 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/config.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/config.cpp
@@ -2,17 +2,19 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/config.hpp"
-
-#include <template/template_config.hpp>
-
 #include "multi-device/multi_device_config.hpp"
 
+#include "behavior/config.hpp"
+#include <template/template_config.hpp>
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
 const std::vector<std::map<std::string, std::string>> configs = {
     {{TEMPLATE_CONFIG_KEY(THROUGHPUT_STREAMS), InferenceEngine::PluginConfigParams::CPU_THROUGHPUT_AUTO}},
@@ -25,23 +27,32 @@ const std::vector<std::map<std::string, std::string>> inconfigs = {
 };
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, IncorrectConfigTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(inconfigs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(inconfigs)),
                         IncorrectConfigTests::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, IncorrectConfigAPITests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(inconfigs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(inconfigs)),
                         IncorrectConfigAPITests::getTestCaseName);
 
+
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, CorrectConfigAPITests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         CorrectConfigAPITests::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_Multi_BehaviorTests, CorrectConfigTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         CorrectConfigAPITests::getTestCaseName);
 
-}  // namespace
\ No newline at end of file
+} // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/core_integration.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/core_integration.cpp
index fd9da6f1a13..2b669a6520a 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/core_integration.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/core_integration.cpp
@@ -2,12 +2,12 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/core_integration.hpp"
-
-#include <string>
 #include <utility>
+#include <string>
 #include <vector>
 
+#include "behavior/core_integration.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
@@ -16,31 +16,54 @@ namespace {
 // IE Class Common tests with <pluginName, deviceName params>
 //
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassBasicTestP, IEClassBasicTestP, ::testing::Values(std::make_pair("templatePlugin", CommonTestUtils::DEVICE_TEMPLATE)));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassBasicTestP, IEClassBasicTestP,
+        ::testing::Values(std::make_pair("templatePlugin", CommonTestUtils::DEVICE_TEMPLATE)));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassNetworkTestP, IEClassNetworkTestP, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassNetworkTestP, IEClassNetworkTestP,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 //
 // IE Class GetMetric
 //
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_SUPPORTED_CONFIG_KEYS, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_SUPPORTED_CONFIG_KEYS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_SUPPORTED_METRICS, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_SUPPORTED_METRICS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_AVAILABLE_DEVICES, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_AVAILABLE_DEVICES,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_FULL_DEVICE_NAME, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_FULL_DEVICE_NAME,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_OPTIMIZATION_CAPABILITIES, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_OPTIMIZATION_CAPABILITIES,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_RANGE_FOR_ASYNC_INFER_REQUESTS, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_RANGE_FOR_ASYNC_INFER_REQUESTS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetMetricTest, IEClassGetMetricTest_ThrowUnsupported, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetMetricTest, IEClassGetMetricTest_ThrowUnsupported,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetConfigTest, IEClassGetConfigTest_ThrowUnsupported, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetConfigTest, IEClassGetConfigTest_ThrowUnsupported,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetAvailableDevices, IEClassGetAvailableDevices,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetAvailableDevices, IEClassGetAvailableDevices, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 //
 // IE Class SetConfig
@@ -88,7 +111,9 @@ TEST_F(IEClassSetConfigTestHETERO, smoke_SetConfigNoThrow) {
 // IE Class GetConfig
 //
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassGetConfigTest, IEClassGetConfigTest, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassGetConfigTest, IEClassGetConfigTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 using IEClassGetConfigTestTEMPLATE = IEClassNetworkTest;
 
@@ -100,7 +125,7 @@ TEST_F(IEClassGetConfigTestTEMPLATE, smoke_GetConfigNoThrow) {
     ASSERT_NO_THROW(p = ie.GetMetric(deviceName, METRIC_KEY(SUPPORTED_CONFIG_KEYS)));
     std::vector<std::string> configValues = p;
 
-    for (auto&& confKey : configValues) {
+    for (auto &&confKey : configValues) {
         if (CONFIG_KEY(DEVICE_ID) == confKey) {
             std::string defaultDeviceID = ie.GetConfig(deviceName, CONFIG_KEY(DEVICE_ID));
             std::cout << CONFIG_KEY(DEVICE_ID) << " : " << defaultDeviceID << std::endl;
@@ -118,37 +143,48 @@ TEST_F(IEClassGetConfigTestTEMPLATE, smoke_GetConfigNoThrow) {
 // Executable Network GetMetric
 //
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_SUPPORTED_CONFIG_KEYS,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_SUPPORTED_CONFIG_KEYS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_SUPPORTED_METRICS,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_SUPPORTED_METRICS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_NETWORK_NAME,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_NETWORK_NAME,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_OPTIMAL_NUMBER_OF_INFER_REQUESTS,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetMetricTest, IEClassExecutableNetworkGetMetricTest_OPTIMAL_NUMBER_OF_INFER_REQUESTS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetMetricTest_ThrowsUnsupported, IEClassExecutableNetworkGetMetricTest,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetMetricTest_ThrowsUnsupported, IEClassExecutableNetworkGetMetricTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "MULTI:TEMPLATE", "HETERO:TEMPLATE"));
 //
 // Executable Network GetConfig / SetConfig
 //
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkGetConfigTest, IEClassExecutableNetworkGetConfigTest,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkGetConfigTest, IEClassExecutableNetworkGetConfigTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassExecutableNetworkSetConfigTest, IEClassExecutableNetworkSetConfigTest,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassExecutableNetworkSetConfigTest, IEClassExecutableNetworkSetConfigTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 // IE Class Query network
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassQueryNetworkTest, IEClassQueryNetworkTest, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassQueryNetworkTest, IEClassQueryNetworkTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 // IE Class Load network
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassLoadNetworkTest, IEClassLoadNetworkTest, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassLoadNetworkTest, IEClassLoadNetworkTest,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 //
 // Hetero Executable Network GetMetric
@@ -156,17 +192,21 @@ INSTANTIATE_TEST_CASE_P(smoke_IEClassLoadNetworkTest, IEClassLoadNetworkTest, ::
 
 #ifdef ENABLE_MKL_DNN
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_SUPPORTED_CONFIG_KEYS,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_SUPPORTED_CONFIG_KEYS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_SUPPORTED_METRICS,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_SUPPORTED_METRICS,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_NETWORK_NAME,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_NETWORK_NAME,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
-INSTANTIATE_TEST_CASE_P(smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_TARGET_FALLBACK,
-                        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
+INSTANTIATE_TEST_CASE_P(
+        smoke_IEClassHeteroExecutableNetworlGetMetricTest, IEClassHeteroExecutableNetworkGetMetricTest_TARGET_FALLBACK,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE));
 
 #endif  // ENABLE_MKL_DNN
-}  // namespace
\ No newline at end of file
+} // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/cpp_holders.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/cpp_holders.cpp
index 9cdb0b8f925..8a2ee657b79 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/cpp_holders.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/cpp_holders.cpp
@@ -8,20 +8,32 @@ using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<std::vector<int>> orders = {
+const std::vector<std::vector<int >> orders = {
     // 0 - plugin
     // 1 - executable_network
     // 2 - infer_request
-    {0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 0, 1}, {2, 1, 0}};
+    {0, 1, 2},
+    {0, 2, 1},
+    {1, 0, 2},
+    {1, 2, 0},
+    {2, 0, 1},
+    {2, 1, 0}
+};
 
-INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, HoldersTest, ::testing::Combine(::testing::Values(CommonTestUtils::DEVICE_TEMPLATE), ::testing::ValuesIn(orders)),
-                        HoldersTest::getTestCaseName);
+INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, HoldersTest,
+        ::testing::Combine(
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+        ::testing::ValuesIn(orders)),
+        HoldersTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, HoldersTestImportNetwork,
-                        ::testing::Combine(::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE"), ::testing::ValuesIn(orders)),
-                        HoldersTest::getTestCaseName);
+        ::testing::Combine(
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE"),
+        ::testing::ValuesIn(orders)),
+        HoldersTest::getTestCaseName);
 
-INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, HoldersTestOnImportedNetwork, ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE"),
-                        HoldersTestOnImportedNetwork::getTestCaseName);
+INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, HoldersTestOnImportedNetwork,
+        ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE"),
+        HoldersTestOnImportedNetwork::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/exec_graph_info.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/exec_graph_info.cpp
index b807b19a496..a0aa412fb0d 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/exec_graph_info.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/exec_graph_info.cpp
@@ -2,21 +2,28 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/exec_graph_info.hpp"
-
 #include <vector>
 
+#include "behavior/exec_graph_info.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, ExecGraphTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         ExecGraphTests::getTestCaseName);
 
 }  // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request.cpp
index 1df9b39a9c3..2b39ef54005 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request.cpp
@@ -2,21 +2,28 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/infer_request.hpp"
-
 #include <vector>
 
+#include "behavior/infer_request.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, InferRequestTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         InferRequestTests::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_callback.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_callback.cpp
index 6641b6f89dd..8fd635ae8bf 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_callback.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_callback.cpp
@@ -2,20 +2,27 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/infer_request_callback.hpp"
-
 #include <vector>
 
+#include "behavior/infer_request_callback.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, CallbackTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
-                        CallbackTests::getTestCaseName);
+        ::testing::Combine(
+            ::testing::ValuesIn(netPrecisions),
+            ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+            ::testing::ValuesIn(configs)),
+        CallbackTests::getTestCaseName);
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_config.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_config.cpp
index dfbfc1c942b..3ee70738e5a 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_config.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_config.cpp
@@ -2,21 +2,28 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/infer_request_config.hpp"
-
 #include <vector>
 
+#include "behavior/infer_request_config.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, InferConfigTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         InferConfigTests::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_input.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_input.cpp
index 4ce24e5eb53..118aa905757 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_input.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_input.cpp
@@ -2,21 +2,28 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/infer_request_input.hpp"
-
 #include "multi-device/multi_device_config.hpp"
 
+#include "behavior/infer_request_input.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, InferRequestInputTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         InferRequestInputTests::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_output.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_output.cpp
index 4b6c159ade2..3643cc68854 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_output.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/infer_request_output.cpp
@@ -2,21 +2,28 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/infer_request_output.hpp"
-
 #include "multi-device/multi_device_config.hpp"
 
+#include "behavior/infer_request_output.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, InferRequestOutputTests,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         InferRequestOutputTests::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/layout.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/layout.cpp
index 4fcb8f8c67b..c5770ede2a0 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/layout.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/layout.cpp
@@ -8,16 +8,31 @@ using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
-const std::vector<InferenceEngine::Layout> Layout = {InferenceEngine::Layout::NCHW, InferenceEngine::Layout::CHW, InferenceEngine::Layout::NC,
-                                                     InferenceEngine::Layout::C};
+const std::vector<InferenceEngine::Layout> Layout = {
+    InferenceEngine::Layout::NCHW,
+    InferenceEngine::Layout::CHW,
+    InferenceEngine::Layout::NC,
+    InferenceEngine::Layout::C
+};
 
-const std::vector<std::vector<size_t>> inputShapes = {{1, 3, 16, 16}, {3, 32, 16}, {1, 3}, {3}};
+const std::vector<std::vector<size_t>> inputShapes = {
+    { 1, 3, 16, 16 },
+    { 3, 32, 16 },
+    { 1, 3 },
+    { 3 }
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, LayoutTest,
-                        ::testing::Combine(::testing::Values(InferenceEngine::Precision::FP32), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs), ::testing::ValuesIn(Layout), ::testing::ValuesIn(inputShapes)),
+                        ::testing::Combine(
+                                ::testing::Values(InferenceEngine::Precision::FP32),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs),
+                                ::testing::ValuesIn(Layout),
+                                ::testing::ValuesIn(inputShapes)),
                         LayoutTest::getTestCaseName);
 
 }  // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/preprocessing.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/preprocessing.cpp
index edccc906c2d..84de2307c53 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/preprocessing.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/preprocessing.cpp
@@ -2,30 +2,39 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/preprocessing.hpp"
-
 #include "multi-device/multi_device_config.hpp"
 
+#include "behavior/preprocessing.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> inputPrecisions = {InferenceEngine::Precision::U8, InferenceEngine::Precision::FP32};
+const std::vector<InferenceEngine::Precision> inputPrecisions = {
+    InferenceEngine::Precision::U8,
+    InferenceEngine::Precision::FP32
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_PreprocessingPrecisionConvertTestsViaSetInput, PreprocessingPrecisionConvertTest,
-                        ::testing::Combine(::testing::ValuesIn(inputPrecisions),
-                                           ::testing::Values(4),     // Number of input tensor channels
-                                           ::testing::Values(true),  // Use SetInput
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE), ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(inputPrecisions),
+                                ::testing::Values(4),   // Number of input tensor channels
+                                ::testing::Values(true),            // Use SetInput
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         PreprocessingPrecisionConvertTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_PreprocessingPrecisionConvertTestsViaGetBlob, PreprocessingPrecisionConvertTest,
-                        ::testing::Combine(::testing::ValuesIn(inputPrecisions),
-                                           ::testing::Values(4),      // Number of input tensor channels (blob_copy only supports 4d and 5d tensors)
-                                           ::testing::Values(false),  // use GetBlob
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE), ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(inputPrecisions),
+                                ::testing::Values(4),       // Number of input tensor channels (blob_copy only supports 4d and 5d tensors)
+                                ::testing::Values(false),      // use GetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         PreprocessingPrecisionConvertTest::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/set_preprocess.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/set_preprocess.cpp
index 0b84835f7ff..400e86b8898 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/set_preprocess.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/set_preprocess.cpp
@@ -2,50 +2,93 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "behavior/set_preprocess.hpp"
-
 #include "multi-device/multi_device_config.hpp"
 
+#include "behavior/set_preprocess.hpp"
+
 using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 const std::vector<std::map<std::string, std::string>> multiConfigs = {
-    {{InferenceEngine::MultiDeviceConfigParams::KEY_MULTI_DEVICE_PRIORITIES, CommonTestUtils::DEVICE_TEMPLATE}}};
+        {{ InferenceEngine::MultiDeviceConfigParams::KEY_MULTI_DEVICE_PRIORITIES,
+           CommonTestUtils::DEVICE_TEMPLATE }}
+};
 
-const std::vector<std::map<std::string, std::string>> heteroConfigs = {{{"TARGET_FALLBACK", CommonTestUtils::DEVICE_TEMPLATE}}};
+const std::vector<std::map<std::string, std::string>> heteroConfigs = {
+        {{ "TARGET_FALLBACK", CommonTestUtils::DEVICE_TEMPLATE }}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessTest,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         PreprocessTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_Multi_BehaviorTests, PreprocessTest,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_MULTI),
-                                           ::testing::ValuesIn(multiConfigs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_MULTI),
+                                ::testing::ValuesIn(multiConfigs)),
                         PreprocessTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_Hetero_BehaviorTests, PreprocessTest,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_HETERO),
-                                           ::testing::ValuesIn(heteroConfigs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_HETERO),
+                                ::testing::ValuesIn(heteroConfigs)),
                         PreprocessTest::getTestCaseName);
 
-const std::vector<InferenceEngine::Precision> ioPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::U8};
+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};
+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)),
+                        ::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);
 
+INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
 }  // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/test_plugin.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/test_plugin.cpp
index 08f236e79df..8d65895bc36 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/test_plugin.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/test_plugin.cpp
@@ -8,23 +8,34 @@ using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<InferenceEngine::Precision> netPrecisions = {InferenceEngine::Precision::FP32, InferenceEngine::Precision::FP16};
+const std::vector<InferenceEngine::Precision> netPrecisions = {
+    InferenceEngine::Precision::FP32,
+    InferenceEngine::Precision::FP16
+};
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, BehaviorTests,
-                        ::testing::Combine(::testing::Values(InferenceEngine::Precision::FP32), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::Values(InferenceEngine::Precision::FP32),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         BehaviorTests::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, BehaviorTestInput,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         BehaviorTestInput::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, BehaviorTestOutput,
-                        ::testing::Combine(::testing::ValuesIn(netPrecisions), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         BehaviorTestOutput::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/version.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/version.cpp
index 88cdd3a88fd..818a627a519 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/behavior/version.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/behavior/version.cpp
@@ -8,11 +8,15 @@ using namespace BehaviorTestsDefinitions;
 
 namespace {
 
-const std::vector<std::map<std::string, std::string>> configs = {{}};
+const std::vector<std::map<std::string, std::string>> configs = {
+    {}
+};
 
 INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, VersionTest,
-                        ::testing::Combine(::testing::Values(InferenceEngine::Precision::FP32), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::ValuesIn(configs)),
+                        ::testing::Combine(
+                                ::testing::Values(InferenceEngine::Precision::FP32),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                                ::testing::ValuesIn(configs)),
                         VersionTest::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/hetero/query_network.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/hetero/query_network.cpp
index 70f57837bc0..b369e55adf2 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/hetero/query_network.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/hetero/query_network.cpp
@@ -2,10 +2,9 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "hetero/query_network.hpp"
-
 #include <vector>
 
+#include "hetero/query_network.hpp"
 #include "ngraph_functions/builders.hpp"
 #include "ngraph_functions/subgraph_builders.hpp"
 
@@ -15,7 +14,8 @@ using namespace HeteroTests;
 auto ConvBias = ngraph::builder::subgraph::makeConvBias();
 
 INSTANTIATE_TEST_CASE_P(smoke_FullySupportedTopologies, QueryNetworkTest,
-                        ::testing::Combine(::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE", "MULTI:TEMPLATE"),
-                                           ::testing::Values(ConvBias)),
+                        ::testing::Combine(
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE, "HETERO:TEMPLATE", "MULTI:TEMPLATE"),
+                                ::testing::Values(ConvBias)),
                         QueryNetworkTest::getTestCaseName);
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/hetero/synthetic.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/hetero/synthetic.cpp
index ed32d3729ba..15f940780dd 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/hetero/synthetic.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/hetero/synthetic.cpp
@@ -2,10 +2,9 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "hetero/synthetic.hpp"
-
 #include <vector>
 
+#include "hetero/synthetic.hpp"
 #include "ngraph_functions/builders.hpp"
 #include "ngraph_functions/subgraph_builders.hpp"
 
@@ -13,12 +12,14 @@ namespace {
 using namespace HeteroTests;
 
 INSTANTIATE_TEST_CASE_P(smoke_SingleMajorNode, HeteroSyntheticTest,
-                        ::testing::Combine(::testing::Values(std::vector<PluginParameter> {{"TEMPLATE0", "templatePlugin"}, {"TEMPLATE1", "templatePlugin"}}),
-                                           ::testing::ValuesIn(HeteroTests::HeteroSyntheticTest::_singleMajorNodeFunctions)),
+                        ::testing::Combine(
+                                ::testing::Values(std::vector<PluginParameter>{{"TEMPLATE0", "templatePlugin"}, {"TEMPLATE1", "templatePlugin"}}),
+                                ::testing::ValuesIn(HeteroTests::HeteroSyntheticTest::_singleMajorNodeFunctions)),
                         HeteroSyntheticTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(nightly_RandomMajorNodes, HeteroSyntheticTest,
-                        ::testing::Combine(::testing::Values(std::vector<PluginParameter> {{"TEMPLATE0", "templatePlugin"}, {"TEMPLATE1", "templatePlugin"}}),
-                                           ::testing::ValuesIn(HeteroTests::HeteroSyntheticTest::_randomMajorNodeFunctions)),
+                        ::testing::Combine(
+                                ::testing::Values(std::vector<PluginParameter>{{"TEMPLATE0", "templatePlugin"}, {"TEMPLATE1", "templatePlugin"}}),
+                                ::testing::ValuesIn(HeteroTests::HeteroSyntheticTest::_randomMajorNodeFunctions)),
                         HeteroSyntheticTest::getTestCaseName);
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/convolution.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/convolution.cpp
index f62d4d200c6..3f6d9c49406 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/convolution.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/convolution.cpp
@@ -2,10 +2,9 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "single_layer_tests/convolution.hpp"
-
 #include <vector>
 
+#include "single_layer_tests/convolution.hpp"
 #include "common_test_utils/test_constants.hpp"
 
 using namespace LayerTestsDefinitions;
@@ -20,72 +19,122 @@ const std::vector<InferenceEngine::Precision> netPrecisions = {
 
 /* ============= 2D Convolution ============= */
 
-const std::vector<std::vector<size_t>> kernels = {{3, 3}, {3, 5}};
-const std::vector<std::vector<size_t>> strides = {{1, 1}, {1, 3}};
-const std::vector<std::vector<ptrdiff_t>> padBegins = {{0, 0}, {0, 3}};
-const std::vector<std::vector<ptrdiff_t>> padEnds = {{0, 0}, {0, 3}};
-const std::vector<std::vector<size_t>> dilations = {{1, 1}, {3, 1}};
+const std::vector<std::vector<size_t >> kernels = {{3, 3},
+                                                   {3, 5}};
+const std::vector<std::vector<size_t >> strides = {{1, 1},
+                                                   {1, 3}};
+const std::vector<std::vector<ptrdiff_t>> padBegins = {{0, 0},
+                                                       {0, 3}};
+const std::vector<std::vector<ptrdiff_t>> padEnds = {{0, 0},
+                                                     {0, 3}};
+const std::vector<std::vector<size_t >> dilations = {{1, 1},
+                                                     {3, 1}};
 const std::vector<size_t> numOutChannels = {1, 5};
-const std::vector<ngraph::op::PadType> padTypes = {ngraph::op::PadType::EXPLICIT, ngraph::op::PadType::VALID};
+const std::vector<ngraph::op::PadType> padTypes = {
+        ngraph::op::PadType::EXPLICIT,
+        ngraph::op::PadType::VALID
+};
 
-const auto conv2DParams_ExplicitPadding =
-    ::testing::Combine(::testing::ValuesIn(kernels), ::testing::ValuesIn(strides), ::testing::ValuesIn(padBegins), ::testing::ValuesIn(padEnds),
-                       ::testing::ValuesIn(dilations), ::testing::ValuesIn(numOutChannels), ::testing::Values(ngraph::op::PadType::EXPLICIT));
+const auto conv2DParams_ExplicitPadding = ::testing::Combine(
+        ::testing::ValuesIn(kernels),
+        ::testing::ValuesIn(strides),
+        ::testing::ValuesIn(padBegins),
+        ::testing::ValuesIn(padEnds),
+        ::testing::ValuesIn(dilations),
+        ::testing::ValuesIn(numOutChannels),
+        ::testing::Values(ngraph::op::PadType::EXPLICIT)
+);
 // ! [test_convolution:declare_parameters]
 
-const auto conv2DParams_AutoPadValid =
-    ::testing::Combine(::testing::ValuesIn(kernels), ::testing::ValuesIn(strides), ::testing::Values(std::vector<ptrdiff_t>({0, 0})),
-                       ::testing::Values(std::vector<ptrdiff_t>({0, 0})), ::testing::ValuesIn(dilations), ::testing::ValuesIn(numOutChannels),
-                       ::testing::Values(ngraph::op::PadType::VALID));
+const auto conv2DParams_AutoPadValid = ::testing::Combine(
+        ::testing::ValuesIn(kernels),
+        ::testing::ValuesIn(strides),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0})),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0})),
+        ::testing::ValuesIn(dilations),
+        ::testing::ValuesIn(numOutChannels),
+        ::testing::Values(ngraph::op::PadType::VALID)
+);
 
 // ! [test_convolution:instantiate]
 INSTANTIATE_TEST_CASE_P(Convolution2D_ExplicitPadding, ConvolutionLayerTest,
-                        ::testing::Combine(conv2DParams_ExplicitPadding, ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({1, 3, 30, 30})),
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                        ::testing::Combine(
+                                conv2DParams_ExplicitPadding,
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(std::vector<size_t >({1, 3, 30, 30})),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         ConvolutionLayerTest::getTestCaseName);
 // ! [test_convolution:instantiate]
 
 INSTANTIATE_TEST_CASE_P(Convolution2D_AutoPadValid, ConvolutionLayerTest,
-                        ::testing::Combine(conv2DParams_AutoPadValid, ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({1, 3, 30, 30})),
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                        ::testing::Combine(
+                                conv2DParams_AutoPadValid,
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(std::vector<size_t >({1, 3, 30, 30})),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         ConvolutionLayerTest::getTestCaseName);
 
 /* ============= 3D Convolution ============= */
 
-const std::vector<std::vector<size_t>> kernels3d = {{3, 3, 3}, {3, 5, 3}};
-const std::vector<std::vector<ptrdiff_t>> paddings3d = {{0, 0, 0}, {0, 2, 0}};
+const std::vector<std::vector<size_t >> kernels3d = {{3, 3, 3},
+                                                            {3, 5, 3}};
+const std::vector<std::vector<ptrdiff_t>> paddings3d = {{0, 0, 0},
+                                                        {0, 2, 0}};
 
-const std::vector<std::vector<size_t>> strides3d = {{1, 1, 1}, {1, 2, 1}};
-const std::vector<std::vector<size_t>> dilations3d = {{1, 1, 1}, {1, 2, 1}};
+const std::vector<std::vector<size_t >> strides3d = {{1, 1, 1},
+                                                            {1, 2, 1}};
+const std::vector<std::vector<size_t >> dilations3d = {{1, 1, 1},
+                                                              {1, 2, 1}};
 
-const auto conv3DParams_ExplicitPadding =
-    ::testing::Combine(::testing::ValuesIn(kernels3d), ::testing::ValuesIn(strides3d), ::testing::ValuesIn(paddings3d), ::testing::ValuesIn(paddings3d),
-                       ::testing::ValuesIn(dilations3d), ::testing::Values(5), ::testing::Values(ngraph::op::PadType::EXPLICIT));
-const auto conv3DParams_AutoPadValid =
-    ::testing::Combine(::testing::ValuesIn(kernels3d), ::testing::ValuesIn(strides3d), ::testing::Values(std::vector<ptrdiff_t>({0, 0, 0})),
-                       ::testing::Values(std::vector<ptrdiff_t>({0, 0, 0})), ::testing::ValuesIn(dilations3d), ::testing::Values(5),
-                       ::testing::Values(ngraph::op::PadType::VALID));
+const auto conv3DParams_ExplicitPadding = ::testing::Combine(
+        ::testing::ValuesIn(kernels3d),
+        ::testing::ValuesIn(strides3d),
+        ::testing::ValuesIn(paddings3d),
+        ::testing::ValuesIn(paddings3d),
+        ::testing::ValuesIn(dilations3d),
+        ::testing::Values(5),
+        ::testing::Values(ngraph::op::PadType::EXPLICIT)
+);
+const auto conv3DParams_AutoPadValid = ::testing::Combine(
+        ::testing::ValuesIn(kernels3d),
+        ::testing::ValuesIn(strides3d),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0, 0})),
+        ::testing::Values(std::vector<ptrdiff_t>({0, 0, 0})),
+        ::testing::ValuesIn(dilations3d),
+        ::testing::Values(5),
+        ::testing::Values(ngraph::op::PadType::VALID)
+);
 
 INSTANTIATE_TEST_CASE_P(smoke_Convolution3D_ExplicitPadding, ConvolutionLayerTest,
-                        ::testing::Combine(conv3DParams_ExplicitPadding, ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({1, 3, 10, 10, 10})),
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                        ::testing::Combine(
+                                conv3DParams_ExplicitPadding,
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(std::vector<size_t >({1, 3, 10, 10, 10})),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         ConvolutionLayerTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(nightly_Convolution3D_AutoPadValid, ConvolutionLayerTest,
-                        ::testing::Combine(conv3DParams_AutoPadValid, ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({1, 3, 10, 10, 10})),
-                                           ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                        ::testing::Combine(
+                                conv3DParams_AutoPadValid,
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(std::vector<size_t >({1, 3, 10, 10, 10})),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         ConvolutionLayerTest::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/reshape.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/reshape.cpp
index e978e448cdf..85313f410d3 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/reshape.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/reshape.cpp
@@ -2,34 +2,43 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "single_layer_tests/reshape.hpp"
-
 #include <vector>
 
+#include "single_layer_tests/reshape.hpp"
 #include "common_test_utils/test_constants.hpp"
 
 using namespace LayerTestsDefinitions;
 
 namespace {
 const std::vector<InferenceEngine::Precision> netPrecisions = {
-    InferenceEngine::Precision::FP32,
+        InferenceEngine::Precision::FP32,
 };
 
 INSTANTIATE_TEST_CASE_P(smoke_ReshapeCheckDynBatch, ReshapeLayerTest,
-                        ::testing::Combine(::testing::Values(true), ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({30, 30, 30, 30})),
-                                           ::testing::Values(std::vector<size_t>({30, 30, 30, 30})), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::Values(std::map<std::string, std::string>({}))),
-                        ReshapeLayerTest::getTestCaseName);
+        ::testing::Combine(
+                ::testing::Values(true),
+                ::testing::ValuesIn(netPrecisions),
+                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                ::testing::Values(InferenceEngine::Layout::ANY),
+                ::testing::Values(InferenceEngine::Layout::ANY),
+                ::testing::Values(std::vector<size_t>({30, 30, 30, 30})),
+                ::testing::Values(std::vector<size_t>({30, 30, 30, 30})),
+                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                ::testing::Values(std::map<std::string, std::string>({}))),
+                ReshapeLayerTest::getTestCaseName);
 
 INSTANTIATE_TEST_CASE_P(smoke_ReshapeCheck, ReshapeLayerTest,
-                        ::testing::Combine(::testing::Values(true), ::testing::ValuesIn(netPrecisions),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({10, 10, 10, 10})),
-                                           ::testing::Values(std::vector<size_t>({10, 0, 100})), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
-                                           ::testing::Values(std::map<std::string, std::string>({}))),
-                        ReshapeLayerTest::getTestCaseName);
+        ::testing::Combine(
+                ::testing::Values(true),
+                ::testing::ValuesIn(netPrecisions),
+                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                ::testing::Values(InferenceEngine::Layout::ANY),
+                ::testing::Values(InferenceEngine::Layout::ANY),
+                ::testing::Values(std::vector<size_t>({10, 10, 10, 10})),
+                ::testing::Values(std::vector<size_t>({10, 0, 100})),
+                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+                ::testing::Values(std::map<std::string, std::string>({}))),
+                ReshapeLayerTest::getTestCaseName);
 }  // namespace
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/softmax.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/softmax.cpp
index 6666d8455cb..3ad1b07c736 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/softmax.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/softmax.cpp
@@ -2,10 +2,9 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "single_layer_tests/softmax.hpp"
-
 #include <vector>
 
+#include "single_layer_tests/softmax.hpp"
 #include "common_test_utils/test_constants.hpp"
 
 using namespace LayerTestsDefinitions;
@@ -26,14 +25,28 @@ const std::vector<InferenceEngine::SizeVector> inputShapes2D = {
     InferenceEngine::SizeVector {10, 10},
 };
 
-const std::vector<size_t> axis2D = {0, 1};
+const std::vector<size_t> axis2D = {
+    0, 1
+};
 
-const auto params2D = testing::Combine(testing::ValuesIn(netPrecisions), testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                       testing::Values(InferenceEngine::Precision::UNSPECIFIED), testing::ValuesIn(inputLayouts2D),
-                                       testing::Values(InferenceEngine::Layout::ANY), testing::ValuesIn(inputShapes2D), testing::ValuesIn(axis2D),
-                                       testing::Values(CommonTestUtils::DEVICE_TEMPLATE), testing::Values(std::map<std::string, std::string>()));
+const auto params2D = testing::Combine(
+    testing::ValuesIn(netPrecisions),
+    testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+    testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+    testing::ValuesIn(inputLayouts2D),
+    testing::Values(InferenceEngine::Layout::ANY),
+    testing::ValuesIn(inputShapes2D),
+    testing::ValuesIn(axis2D),
+    testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+    testing::Values(std::map<std::string, std::string>())
+);
 
-INSTANTIATE_TEST_CASE_P(smoke_SoftMax2D, SoftMaxLayerTest, params2D, SoftMaxLayerTest::getTestCaseName);
+INSTANTIATE_TEST_CASE_P(
+        smoke_SoftMax2D,
+        SoftMaxLayerTest,
+        params2D,
+        SoftMaxLayerTest::getTestCaseName
+);
 
 const std::vector<InferenceEngine::SizeVector> inputShapes4D = {
     InferenceEngine::SizeVector {1, 100, 1, 1},
@@ -43,11 +56,23 @@ const std::vector<InferenceEngine::SizeVector> inputShapes4D = {
 
 const std::vector<size_t> axis4D = {0, 1, 2, 3};
 
-const auto params4D = testing::Combine(testing::ValuesIn(netPrecisions), testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                       testing::Values(InferenceEngine::Precision::UNSPECIFIED), testing::Values(InferenceEngine::Layout::NCHW),
-                                       testing::Values(InferenceEngine::Layout::ANY), testing::ValuesIn(inputShapes4D), testing::ValuesIn(axis4D),
-                                       testing::Values(CommonTestUtils::DEVICE_TEMPLATE), testing::Values(std::map<std::string, std::string>()));
+const auto params4D = testing::Combine(
+    testing::ValuesIn(netPrecisions),
+    testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+    testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+    testing::Values(InferenceEngine::Layout::NCHW),
+    testing::Values(InferenceEngine::Layout::ANY),
+    testing::ValuesIn(inputShapes4D),
+    testing::ValuesIn(axis4D),
+    testing::Values(CommonTestUtils::DEVICE_TEMPLATE),
+    testing::Values(std::map<std::string, std::string>())
+);
 
-INSTANTIATE_TEST_CASE_P(smoke_SoftMax4D, SoftMaxLayerTest, params4D, SoftMaxLayerTest::getTestCaseName);
+INSTANTIATE_TEST_CASE_P(
+        smoke_SoftMax4D,
+        SoftMaxLayerTest,
+        params4D,
+        SoftMaxLayerTest::getTestCaseName
+);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/split.cpp b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/split.cpp
index d5a693a534e..44f2c673778 100644
--- a/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/split.cpp
+++ b/docs/template_plugin/tests/functional/shared_tests_instances/single_layer_tests/split.cpp
@@ -2,10 +2,9 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "single_layer_tests/split.hpp"
-
 #include <vector>
 
+#include "single_layer_tests/split.hpp"
 #include "common_test_utils/test_constants.hpp"
 
 using namespace LayerTestsDefinitions;
@@ -13,11 +12,17 @@ using namespace LayerTestsDefinitions;
 namespace {
 
 INSTANTIATE_TEST_CASE_P(smoke_NumSplitsCheck, SplitLayerTest,
-                        ::testing::Combine(::testing::Values(1, 2, 3, 5, 6, 10, 30), ::testing::Values(0, 1, 2, 3),
-                                           ::testing::Values(InferenceEngine::Precision::FP32), ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
-                                           ::testing::Values(InferenceEngine::Precision::UNSPECIFIED), ::testing::Values(InferenceEngine::Layout::ANY),
-                                           ::testing::Values(InferenceEngine::Layout::ANY), ::testing::Values(std::vector<size_t>({30, 30, 30, 30})),
-                                           ::testing::Values(std::vector<size_t>({})), ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
+                        ::testing::Combine(
+                                ::testing::Values(1, 2, 3, 5, 6, 10, 30),
+                                ::testing::Values(0, 1, 2, 3),
+                                ::testing::Values(InferenceEngine::Precision::FP32),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(InferenceEngine::Layout::ANY),
+                                ::testing::Values(std::vector<size_t>({30, 30, 30, 30})),
+                                ::testing::Values(std::vector<size_t>({})),
+                                ::testing::Values(CommonTestUtils::DEVICE_TEMPLATE)),
                         SplitLayerTest::getTestCaseName);
 
 }  // namespace
diff --git a/docs/template_plugin/tests/functional/skip_tests_config.cpp b/docs/template_plugin/tests/functional/skip_tests_config.cpp
index 342f9a53397..252ed7c9a71 100644
--- a/docs/template_plugin/tests/functional/skip_tests_config.cpp
+++ b/docs/template_plugin/tests/functional/skip_tests_config.cpp
@@ -2,10 +2,10 @@
 // SPDX-License-Identifier: Apache-2.0
 //
 
-#include "functional_test_utils/skip_tests_config.hpp"
-
-#include <string>
 #include <vector>
+#include <string>
+
+#include "functional_test_utils/skip_tests_config.hpp"
 
 std::vector<std::string> disabledTestPatterns() {
     return {
@@ -14,5 +14,6 @@ std::vector<std::string> disabledTestPatterns() {
         R"(.*SplitLayerTest.*numSplits\=30.*)",
         // CVS-51758
         ".*PreprocessConversionTest.*oLT=NHWC.*",
+        ".*PreprocessDynamicallyInSetBlobTest.*oPRC=0.*oLT=1.*",
     };
 }
\ No newline at end of file
diff --git a/docs/template_plugin/tests/functional/transformations/preprocessing.cpp b/docs/template_plugin/tests/functional/transformations/preprocessing.cpp
index 6ed3a93514b..b7721e68d48 100644
--- a/docs/template_plugin/tests/functional/transformations/preprocessing.cpp
+++ b/docs/template_plugin/tests/functional/transformations/preprocessing.cpp
@@ -18,9 +18,11 @@
 
 // #include "common_test_utils/ngraph_test_utils.hpp"
 
+
 // using namespace testing;
 // using namespace ngraph;
 
+
 // TEST(TransformationTests, Preprocessing_AddStdScale) {
 //     std::shared_ptr<Function> f(nullptr), f_ref(nullptr);
 
diff --git a/docs/template_plugin/tests/functional/transformations/template_transformations_test.cpp b/docs/template_plugin/tests/functional/transformations/template_transformations_test.cpp
index 94486d19281..a699cf45282 100644
--- a/docs/template_plugin/tests/functional/transformations/template_transformations_test.cpp
+++ b/docs/template_plugin/tests/functional/transformations/template_transformations_test.cpp
@@ -4,11 +4,12 @@
 
 #include <gtest/gtest.h>
 
+#include <string>
 #include <memory>
+#include <queue>
+
 #include <ngraph/ngraph.hpp>
 #include <ngraph/opsets/opset3.hpp>
-#include <queue>
-#include <string>
 #include <transformations/init_node_info.hpp>
 #include <transformations/utils/utils.hpp>
 
@@ -23,11 +24,11 @@ TEST(TransformationTests, DISABLED_TemplateTest) {
     // f_ref - ngraph::Function that is expected after applying transformation
     {
         // Example function
-        auto data = std::make_shared<ngraph::opset3::Parameter>(ngraph::element::f32, ngraph::Shape {3, 1, 2});
-        auto divide_constant = ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape {1}, {1.5});
+        auto data = std::make_shared<ngraph::opset3::Parameter>(ngraph::element::f32, ngraph::Shape{3, 1, 2});
+        auto divide_constant = ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape{1}, {1.5});
         auto divide = std::make_shared<ngraph::opset3::Divide>(data, divide_constant);
 
-        f = std::make_shared<ngraph::Function>(ngraph::NodeVector {divide}, ngraph::ParameterVector {data});
+        f = std::make_shared<ngraph::Function>(ngraph::NodeVector{divide}, ngraph::ParameterVector{data});
 
         // This transformation init runtime info attributes
         ngraph::pass::InitNodeInfo().run_on_function(f);
@@ -41,12 +42,13 @@ TEST(TransformationTests, DISABLED_TemplateTest) {
 
     {
         // Example reference function
-        auto data = std::make_shared<ngraph::opset3::Parameter>(ngraph::element::f32, ngraph::Shape {3, 1, 2});
-        auto divide_constant = ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape {1}, {1.5});
-        auto pow = std::make_shared<ngraph::opset3::Power>(divide_constant, ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape {1}, {-1}));
+        auto data = std::make_shared<ngraph::opset3::Parameter>(ngraph::element::f32, ngraph::Shape{3, 1, 2});
+        auto divide_constant = ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape{1}, {1.5});
+        auto pow = std::make_shared<ngraph::opset3::Power>(divide_constant,
+                                                           ngraph::opset3::Constant::create(ngraph::element::f32, ngraph::Shape{1}, {-1}));
         auto mul = std::make_shared<ngraph::opset3::Multiply>(data, pow);
 
-        f_ref = std::make_shared<ngraph::Function>(ngraph::NodeVector {mul}, ngraph::ParameterVector {data});
+        f_ref = std::make_shared<ngraph::Function>(ngraph::NodeVector{mul}, ngraph::ParameterVector{data});
     }
 
     // Compare that processed function and expected function are the same
diff --git a/inference-engine/src/inference_engine/cpp_interfaces/interface/ie_iinfer_request_internal.cpp b/inference-engine/src/inference_engine/cpp_interfaces/interface/ie_iinfer_request_internal.cpp
index 6977a97a294..29f683a0756 100644
--- a/inference-engine/src/inference_engine/cpp_interfaces/interface/ie_iinfer_request_internal.cpp
+++ b/inference-engine/src/inference_engine/cpp_interfaces/interface/ie_iinfer_request_internal.cpp
@@ -61,6 +61,8 @@ void IInferRequestInternal::SetBlob(const std::string& name, const Blob::Ptr& us
     DataPtr foundOutput;
     size_t dataSize = userBlob->size();
     if (findInputAndOutputBlobByName(name, foundInput, foundOutput)) {
+        // ilavreno: the condition below is obsolete, but we need an exact list of precisions
+        // which are supports by G-API preprocessing
         if (foundInput->getPrecision() != userBlob->getTensorDesc().getPrecision()) {
             IE_THROW(ParameterMismatch) << "Failed to set Blob with precision not corresponding to user input precision";
         }
@@ -96,6 +98,11 @@ void IInferRequestInternal::SetBlob(const std::string& name, const Blob::Ptr& us
         if (foundOutput->getPrecision() != userBlob->getTensorDesc().getPrecision()) {
             IE_THROW(ParameterMismatch) << "Failed to set Blob with precision not corresponding to user output precision";
         }
+        // ilavreno: this condition is valid for most plugins except MYRIAD
+        // it is able to perform layout conversion for output blob dynamically
+        // if (foundOutput->getLayout() != userBlob->getTensorDesc().getLayout()) {
+        //     IE_THROW(ParameterMismatch) << "Failed to set Blob with layout not corresponding to user output layout";
+        // }
         _outputs[name] = userBlob;
     }
 }
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/behavior/set_preprocess.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/behavior/set_preprocess.cpp
index a6ef274f5a4..39310a9e91a 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/behavior/set_preprocess.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/behavior/set_preprocess.cpp
@@ -90,6 +90,20 @@ namespace {
                                 ::testing::ValuesIn(configs)),
                         PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_CPU),
+                                ::testing::ValuesIn(configs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
     INSTANTIATE_TEST_CASE_P(smoke_Hetero_BehaviorTests, PreprocessConversionTest,
                         ::testing::Combine(
                                 ::testing::ValuesIn(netPrecisions),
@@ -104,6 +118,20 @@ namespace {
                                 ::testing::ValuesIn(heteroConfigs)),
                         PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_Hetero_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_HETERO),
+                                ::testing::ValuesIn(heteroConfigs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
     INSTANTIATE_TEST_CASE_P(smoke_Multi_BehaviorTests, PreprocessConversionTest,
                         ::testing::Combine(
                                 ::testing::ValuesIn(netPrecisions),
@@ -118,6 +146,20 @@ namespace {
                                 ::testing::ValuesIn(multiConfigs)),
                         PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_Multi_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_MULTI),
+                                ::testing::ValuesIn(multiConfigs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
     INSTANTIATE_TEST_CASE_P(smoke_Auto_BehaviorTests, PreprocessConversionTest,
                         ::testing::Combine(
                                 ::testing::ValuesIn(netPrecisions),
@@ -132,4 +174,18 @@ namespace {
                                 ::testing::ValuesIn(autoConfigs)),
                         PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_Auto_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_AUTO),
+                                ::testing::ValuesIn(autoConfigs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
 }  // namespace
\ No newline at end of file
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/skip_tests_config.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/skip_tests_config.cpp
index fc7170d2959..2c50910f6f2 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/skip_tests_config.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/skip_tests_config.cpp
@@ -29,6 +29,8 @@ std::vector<std::string> disabledTestPatterns() {
         R"(.*(PreprocessTest).*(SetMeanValuePreProcessSetBlob).*)",
         R"(.*(PreprocessTest).*(SetMeanImagePreProcessSetBlob).*)",
         R"(.*(PreprocessTest).*(ReverseInputChannelsPreProcessGetBlob).*)",
+        R"(.*PreprocessDynamicallyInSetBlobTest.*iPRC=0.*_iLT=1.*)",
+        R"(.*PreprocessDynamicallyInSetBlobTest.*oPRC=0.*_oLT=1.*)",
         // TODO: Issue: 34348
         R"(.*IEClassGetAvailableDevices.*)",
         // TODO: Issue: 25533
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/behavior/set_preprocess.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/behavior/set_preprocess.cpp
index 647c5ca3bd1..bcaee3ade75 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/behavior/set_preprocess.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/behavior/set_preprocess.cpp
@@ -89,4 +89,18 @@ namespace {
                                         ::testing::ValuesIn(configs)),
                                 PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_GPU),
+                                ::testing::ValuesIn(configs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
 }  // namespace
\ No newline at end of file
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
index a0d8dd2b4ca..02889dd8dde 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
@@ -22,6 +22,7 @@ std::vector<std::string> disabledTestPatterns() {
             R"(.*(PreprocessTest).*(SetMeanValuePreProcessSetBlob).*)",
             R"(.*(PreprocessTest).*(SetMeanImagePreProcessSetBlob).*)",
             R"(.*(PreprocessTest).*(ReverseInputChannelsPreProcessGetBlob).*)",
+            R"(.*(PreprocessDynamicallyInSetBlobTest).*)",
             // TODO: Issue: 51764
             ".*PreprocessConversionTest.*",
             // TODO: Issue: 41462
diff --git a/inference-engine/tests/functional/plugin/myriad/shared_tests_instances/behavior/set_preprocess.cpp b/inference-engine/tests/functional/plugin/myriad/shared_tests_instances/behavior/set_preprocess.cpp
index cd06aa2f583..5d88548baa6 100644
--- a/inference-engine/tests/functional/plugin/myriad/shared_tests_instances/behavior/set_preprocess.cpp
+++ b/inference-engine/tests/functional/plugin/myriad/shared_tests_instances/behavior/set_preprocess.cpp
@@ -63,4 +63,19 @@ namespace {
                                         ::testing::ValuesIn(configs)),
                                 PreprocessConversionTest::getTestCaseName);
 
+    INSTANTIATE_TEST_CASE_P(smoke_BehaviorTests, PreprocessDynamicallyInSetBlobTest,
+                        ::testing::Combine(
+                                ::testing::ValuesIn(netPrecisions),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::ValuesIn(netLayouts),
+                                ::testing::Bool(),
+                                ::testing::Bool(),
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(true), // only SetBlob
+                                ::testing::Values(CommonTestUtils::DEVICE_MYRIAD),
+                                ::testing::ValuesIn(configs)),
+                        PreprocessDynamicallyInSetBlobTest::getTestCaseName);
+
+
 }  // namespace
\ No newline at end of file
diff --git a/inference-engine/tests/functional/plugin/shared/include/behavior/set_preprocess.hpp b/inference-engine/tests/functional/plugin/shared/include/behavior/set_preprocess.hpp
index 257ec6b17c3..8939acbd4ec 100644
--- a/inference-engine/tests/functional/plugin/shared/include/behavior/set_preprocess.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/behavior/set_preprocess.hpp
@@ -13,6 +13,7 @@
 #include "functional_test_utils/blob_utils.hpp"
 #include "ie_preprocess.hpp"
 #include "base/behavior_test_utils.hpp"
+#include "ie_ngraph_utils.hpp"
 
 namespace BehaviorTestsDefinitions {
 using PreprocessTest = BehaviorTestsUtils::BehaviorTestsBasic;
@@ -674,7 +675,7 @@ TEST_P(PreprocessConversionTest, Infer) {
     unsigned int shape_size = 9, channels = 3, batch = 1, offset = 0;
     {
         ngraph::PartialShape shape({batch, channels, shape_size, shape_size});
-        ngraph::element::Type type(ngraph::element::Type_t::f32);
+        ngraph::element::Type type(InferenceEngine::details::convertPrecision(netPrecision));
         auto param = std::make_shared<ngraph::op::Parameter>(type, shape);
         param->set_friendly_name("param");
         auto relu = std::make_shared<ngraph::op::Relu>(param);
@@ -736,11 +737,11 @@ TEST_P(PreprocessConversionTest, Infer) {
         auto lockedMem = inBlob->buffer();
         auto desc = inBlob->getTensorDesc();
 
-        if (iPrecision == InferenceEngine::Precision::FP32) {
+        if (desc.getPrecision() == InferenceEngine::Precision::FP32) {
             auto *inData = lockedMem.as<float*>();
             for (size_t i = 0; i < inBlob->size(); i++)
                 inData[desc.offset(i)] = static_cast<float>(i);
-        } else if (iPrecision == InferenceEngine::Precision::U8) {
+        } else if (desc.getPrecision() == InferenceEngine::Precision::U8) {
             auto *inData = lockedMem.as<std::uint8_t*>();
             for (size_t i = 0; i < inBlob->size(); i++)
                 inData[desc.offset(i)] = static_cast<std::uint8_t>(i);
@@ -756,12 +757,12 @@ TEST_P(PreprocessConversionTest, Infer) {
         auto outMem = outBlob->cbuffer();
         auto desc = outBlob->getTensorDesc();
 
-        if (oPrecision == InferenceEngine::Precision::FP32) {
+        if (desc.getPrecision() == InferenceEngine::Precision::FP32) {
             const auto* outData = outMem.as<const float *>();
             ASSERT_EQ(inBlob->size(), outBlob->size());
             for (size_t i = 0; i < inBlob->size(); i++)
                 ASSERT_EQ(i, outData[desc.offset(i)]) << i;
-        } else if (oPrecision == InferenceEngine::Precision::U8) {
+        } else if (desc.getPrecision() == InferenceEngine::Precision::U8) {
             const auto* outData = outMem.as<const std::uint8_t *>();
             ASSERT_EQ(inBlob->size(), outBlob->size());
             for (size_t i = 0; i < inBlob->size(); i++)
@@ -772,14 +773,101 @@ TEST_P(PreprocessConversionTest, Infer) {
     }
 }
 
-TEST_P(PreprocessConversionTest, FailedToChangeBlobFormatAfterNetworkCompilation) {
+typedef std::tuple<
+        InferenceEngine::Precision,         // Network precision
+        bool,                               // Change input precision
+        bool,                               // Change output precision
+        InferenceEngine::Layout,            // Network layout - always NCHW
+        bool,                               // Change input layout
+        bool,                               // Change output layout
+        bool,                               // SetBlob or GetBlob for input blob
+        bool,                               // SetBlob or GetBlob for output blob
+        std::string,                        // Device name
+        std::map<std::string, std::string>  // Config
+> PreprocessSetBlobCheckParams;
+
+class PreprocessDynamicallyInSetBlobTest : public testing::WithParamInterface<PreprocessSetBlobCheckParams>,
+                                   public CommonTestUtils::TestsCommon {
+public:
+    static std::string getTestCaseName(testing::TestParamInfo<PreprocessSetBlobCheckParams> obj) {
+        InferenceEngine::Precision netPrecision;
+        InferenceEngine::Layout netLayout;
+        bool changeIPrecision, changeOPrecision;
+        bool changeILayout, changeOLayout;
+        bool setInputBlob, setOutputBlob;
+        std::string targetDevice;
+        std::map<std::string, std::string> configuration;
+        std::tie(netPrecision, changeIPrecision, changeOPrecision,
+                 netLayout, changeILayout, changeOLayout,
+                 setInputBlob, setOutputBlob,
+                 targetDevice, configuration) = obj.param;
+        std::ostringstream result;
+        result << "netPRC=" << netPrecision.name() << "_";
+        result << "iPRC=" << changeIPrecision << "_";
+        result << "oPRC=" << changeOPrecision << "_";
+        result << "netLT=" << netLayout << "_";
+        result << "iLT=" << changeILayout << "_";
+        result << "oLT=" << changeOLayout << "_";
+        result << "setIBlob=" << setInputBlob << "_";
+        result << "setOBlob=" << setOutputBlob << "_";
+        result << "targetDevice=" << targetDevice;
+        if (!configuration.empty()) {
+            for (auto& configItem : configuration) {
+                result << "configItem=" << configItem.first << "_" << configItem.second << "_";
+            }
+        }
+        return result.str();
+    }
+
+    InferenceEngine::Layout getOppositeLayout(InferenceEngine::Layout l) {
+        if (InferenceEngine::Layout::NCHW == l) {
+            return InferenceEngine::Layout::NHWC;
+        } else if (InferenceEngine::Layout::NHWC == l) {
+            return InferenceEngine::Layout::NCHW;
+        }
+        return InferenceEngine::Layout::ANY;
+    }
+
+    InferenceEngine::Precision getOppositePrecision(InferenceEngine::Precision p) {
+        if (InferenceEngine::Precision::U8 == p) {
+            return InferenceEngine::Precision::FP32;
+        } else if (InferenceEngine::Precision::FP32 == p) {
+            return InferenceEngine::Precision::U8;
+        }
+        return InferenceEngine::Precision::UNSPECIFIED;
+    }
+
+    void SetUp()  override {
+        std::tie(netPrecision, changeIPrecision, changeOPrecision,
+                 netLayout, changeILayout, changeOLayout,
+                 setInputBlob, setOutputBlob,
+                 targetDevice, configuration) = this->GetParam();
+    }
+
+    void TearDown() override {
+        if (!configuration.empty()) {
+            PluginCache::get().reset();
+        }
+    }
+
+    std::shared_ptr<InferenceEngine::Core> ie = PluginCache::get().ie();
+    InferenceEngine::Precision netPrecision;
+    bool changeIPrecision, changeOPrecision;
+    InferenceEngine::Layout netLayout;
+    bool changeILayout, changeOLayout;
+    bool setInputBlob, setOutputBlob;
+    std::string targetDevice;
+    std::map<std::string, std::string> configuration;
+};
+
+TEST_P(PreprocessDynamicallyInSetBlobTest, Infer) {
     // Skip test according to plugin specific disabledTestPatterns() (if any)
     SKIP_IF_CURRENT_TEST_IS_DISABLED()
     std::shared_ptr<ngraph::Function> ngraph;
     unsigned int shape_size = 9, channels = 3, batch = 1;
     {
         ngraph::PartialShape shape({batch, channels, shape_size, shape_size});
-        ngraph::element::Type type(ngraph::element::Type_t::f32);
+        ngraph::element::Type type(InferenceEngine::details::convertPrecision(netPrecision));
         auto param = std::make_shared<ngraph::op::Parameter>(type, shape);
         param->set_friendly_name("param");
         auto relu = std::make_shared<ngraph::op::Relu>(param);
@@ -796,11 +884,6 @@ TEST_P(PreprocessConversionTest, FailedToChangeBlobFormatAfterNetworkCompilation
     // Create CNNNetwork from ngraph::Function
     InferenceEngine::CNNNetwork cnnNet(ngraph);
 
-    cnnNet.getInputsInfo().begin()->second->setPrecision(iPrecision);
-    cnnNet.getInputsInfo().begin()->second->setLayout(iLayout);
-    cnnNet.getOutputsInfo().begin()->second->setPrecision(oPrecision);
-    cnnNet.getOutputsInfo().begin()->second->setLayout(oLayout);
-
     // Load CNNNetwork to target plugins
     auto execNet = ie->LoadNetwork(cnnNet, targetDevice, configuration);
     auto req = execNet.CreateInferRequest();
@@ -810,8 +893,10 @@ TEST_P(PreprocessConversionTest, FailedToChangeBlobFormatAfterNetworkCompilation
 
     auto recreateInputBlob = [&] (InferenceEngine::Blob::Ptr & _inBlob) {
         auto desc = cnnNet.getInputsInfo().begin()->second->getTensorDesc();
-        desc = InferenceEngine::TensorDesc(getOppositePrecision(desc.getPrecision()),
-            desc.getDims(), getOppositeLayout(desc.getLayout()));
+        desc = InferenceEngine::TensorDesc(
+            changeIPrecision ? getOppositePrecision(desc.getPrecision()) : desc.getPrecision(),
+            desc.getDims(),
+            changeILayout ? getOppositeLayout(desc.getLayout()) : desc.getLayout());
         auto tempBlob = make_blob_with_precision(desc);
         tempBlob->allocate();
 
@@ -820,18 +905,44 @@ TEST_P(PreprocessConversionTest, FailedToChangeBlobFormatAfterNetworkCompilation
 
     if (setInputBlob) {
         recreateInputBlob(inBlob);
-        EXPECT_THROW(req.SetBlob("param", inBlob), InferenceEngine::ParameterMismatch);
+        if (changeIPrecision) {
+            EXPECT_THROW(req.SetBlob("param", inBlob), InferenceEngine::ParameterMismatch);
+            // fallback
+            inBlob = req.GetBlob("param");
+        } else {
+            EXPECT_NO_THROW(req.SetBlob("param", inBlob));
+        }
     } else {
         inBlob = req.GetBlob("param");
         recreateInputBlob(inBlob);
     }
 
+    // Fill input
+    {
+        auto lockedMem = inBlob->buffer();
+        auto desc = inBlob->getTensorDesc();
+
+        if (desc.getPrecision() == InferenceEngine::Precision::FP32) {
+            auto *inData = lockedMem.as<float*>();
+            for (size_t i = 0; i < inBlob->size(); i++)
+                inData[desc.offset(i)] = static_cast<float>(i);
+        } else if (desc.getPrecision() == InferenceEngine::Precision::U8) {
+            auto *inData = lockedMem.as<std::uint8_t*>();
+            for (size_t i = 0; i < inBlob->size(); i++)
+                inData[desc.offset(i)] = static_cast<std::uint8_t>(i);
+        } else {
+            ASSERT_TRUE(false);
+        }
+    }
+
     // create output blob
 
     auto recreateOutputBlob = [&] (InferenceEngine::Blob::Ptr & _outBlob) {
         auto desc = cnnNet.getOutputsInfo().begin()->second->getTensorDesc();
-        desc = InferenceEngine::TensorDesc(getOppositePrecision(desc.getPrecision()),
-            desc.getDims(), getOppositeLayout(desc.getLayout()));
+        desc = InferenceEngine::TensorDesc(
+            changeOPrecision ? getOppositePrecision(desc.getPrecision()) : desc.getPrecision(),
+            desc.getDims(),
+            changeOLayout ? getOppositeLayout(desc.getLayout()) : desc.getLayout());
         auto tempBlob = make_blob_with_precision(desc);
         tempBlob->allocate();
 
@@ -840,15 +951,47 @@ TEST_P(PreprocessConversionTest, FailedToChangeBlobFormatAfterNetworkCompilation
 
     if (setOutputBlob) {
         recreateOutputBlob(outBlob);
-        EXPECT_THROW(req.SetBlob("relu", outBlob), InferenceEngine::ParameterMismatch);
+        if (changeOPrecision) {
+            ASSERT_THROW(req.SetBlob("relu", outBlob), InferenceEngine::ParameterMismatch);
+            // fallback
+            outBlob = req.GetBlob("relu");
+        } else {
+            ASSERT_NO_THROW(req.SetBlob("relu", outBlob));
+        }
     } else {
         outBlob = req.GetBlob("relu");
         recreateOutputBlob(outBlob);
     }
 
-    // TODO: if blob from GetBlob is re-created, no checks are performed
-    // should be "GetBlob re-creation error mismatch"
-    EXPECT_NO_THROW(req.Infer() /*, InferenceEngine::Exception */);
+    if (setOutputBlob && setInputBlob) {
+        ASSERT_NO_THROW(req.Infer());
+    } else {
+        // TODO: if blob from GetBlob is re-created, no checks are performed
+        // should be "GetBlob re-creation error mismatch"
+        // EXPECT_THROW(req.Infer(), InferenceEngine::Exception);
+
+        ASSERT_NO_THROW(req.Infer());
+    }
+
+    // Check output
+    {
+        auto outMem = outBlob->cbuffer();
+        auto desc = outBlob->getTensorDesc();
+
+        if (desc.getPrecision() == InferenceEngine::Precision::FP32) {
+            const auto* outData = outMem.as<const float *>();
+            ASSERT_EQ(inBlob->size(), outBlob->size());
+            for (size_t i = 0; i < inBlob->size(); i++)
+                ASSERT_EQ(i, outData[desc.offset(i)]) << i;
+        } else if (desc.getPrecision() == InferenceEngine::Precision::U8) {
+            const auto* outData = outMem.as<const std::uint8_t *>();
+            ASSERT_EQ(inBlob->size(), outBlob->size());
+            for (size_t i = 0; i < inBlob->size(); i++)
+                ASSERT_EQ(i, outData[desc.offset(i)]) << i;
+        } else {
+            ASSERT_TRUE(false);
+        }
+    }
 }
 
 }  // namespace BehaviorTestsDefinitions