From 2ff5d1fab13a167e6f7098303ea41d5fcfa6e8c5 Mon Sep 17 00:00:00 2001
From: Vladislav Golubev <vladislav.golubev@intel.com>
Date: Fri, 9 Jul 2021 14:55:20 +0300
Subject: [PATCH] [LPT] Plugin tests: added the ability to add test-cases with
 dynamic shapes (#6436)

---
 .../add_transformation.cpp                    |  2 +-
 .../clamp_transformation.cpp                  |  2 +-
 .../concat_transformation.cpp                 |  2 +-
 .../concat_with_child_and_output.cpp          |  2 +-
 ...t_with_different_precision_on_children.cpp |  2 +-
 ...oncat_with_intermediate_transformation.cpp |  2 +-
 .../concat_with_neighbors_transformation.cpp  |  2 +-
 .../concat_with_split_transformation.cpp      |  2 +-
 ...nvolution_backprop_data_transformation.cpp |  2 +-
 .../convolution_qdq_transformation.cpp        |  2 +-
 .../depth_to_space_transformation.cpp         |  4 ++--
 ...e_quantize_and_avg_pool_transformation.cpp |  2 +-
 ...e_quantize_and_max_pool_transformation.cpp |  2 +-
 ...d_two_output_branches_with_convolution.cpp |  2 +-
 ...ize_precision_selection_transformation.cpp |  2 +-
 .../fake_quantize_transformation.cpp          |  2 +-
 ...ize_with_dq_not_optimal_transformation.cpp |  2 +-
 .../fully_connected_transformation.cpp        | 12 +++++-----
 .../fuse_convert_transformation.cpp           |  4 ++--
 ...uantize_and_scale_shift_transformation.cpp |  2 +-
 .../fuse_fake_quantize_transformation.cpp     | 14 +++++------
 ...ltiply_to_fake_quantize_transformation.cpp |  4 ++--
 ...btract_to_fake_quantize_transformation.cpp |  4 ++--
 .../gemm_transformation.cpp                   |  2 +-
 .../group_convolution_transformation.cpp      | 24 +++++++++----------
 .../groupconvolution_qdq_transformation.cpp   |  2 +-
 .../interpolate_transformation.cpp            |  2 +-
 .../mat_mul_transformation.cpp                |  2 +-
 ..._constant_fake_quantize_transformation.cpp |  6 ++---
 ...ly_to_group_convolution_transformation.cpp |  4 ++--
 .../multiply_transformation.cpp               |  2 +-
 ...ultiply_with_one_parent_transformation.cpp |  2 +-
 .../mvn_transformation.cpp                    |  4 ++--
 .../normalize_transformation.cpp              |  6 ++---
 .../prelu_transformation.cpp                  |  2 +-
 ..._through_dequantization_transformation.cpp |  2 +-
 .../reduce_max_transformation.cpp             |  2 +-
 .../reduce_mean_transformation.cpp            |  2 +-
 .../reduce_min_transformation.cpp             |  2 +-
 .../reduce_sum_transformation.cpp             |  2 +-
 .../relu_transformation.cpp                   |  2 +-
 .../reshape_transformation.cpp                |  8 +++----
 .../shuffle_channels_transformation.cpp       |  2 +-
 .../split_transformation.cpp                  |  2 +-
 .../strided_slice_transformation.cpp          |  2 +-
 .../subtract_transformation.cpp               |  2 +-
 .../transpose_after_matmul_transformation.cpp |  2 +-
 .../transpose_transformation.cpp              |  4 ++--
 .../variadic_split_transformation.cpp         |  2 +-
 .../add_transformation.cpp                    |  2 +-
 .../clamp_transformation.cpp                  |  2 +-
 .../concat_transformation.cpp                 |  2 +-
 .../concat_with_child_and_output.cpp          |  2 +-
 ...t_with_different_precision_on_children.cpp |  2 +-
 ...oncat_with_intermediate_transformation.cpp |  2 +-
 ...at_with_neighbors_graph_transformation.cpp |  2 +-
 .../concat_with_split_transformation.cpp      |  2 +-
 ...nvolution_backprop_data_transformation.cpp |  2 +-
 .../convolution_qdq_transformation.cpp        |  2 +-
 .../depth_to_space_transformation.cpp         |  4 ++--
 ...e_quantize_and_avg_pool_transformation.cpp |  2 +-
 ...e_quantize_and_max_pool_transformation.cpp |  2 +-
 ...d_two_output_branches_with_convolution.cpp |  2 +-
 ...ize_precision_selection_transformation.cpp |  2 +-
 .../fake_quantize_transformation.cpp          |  2 +-
 ...ize_with_dq_not_optimal_transformation.cpp |  2 +-
 .../fully_connected_transformation.cpp        | 12 +++++-----
 .../fuse_convert_transformation.cpp           |  4 ++--
 ...uantize_and_scale_shift_transformation.cpp |  2 +-
 .../fuse_fake_quantize_transformation.cpp     | 14 +++++------
 ...ltiply_to_fake_quantize_transformation.cpp |  4 ++--
 ...btract_to_fake_quantize_transformation.cpp |  4 ++--
 .../gemm_transformation.cpp                   |  2 +-
 .../group_convolution_transformation.cpp      | 12 +++++-----
 .../groupconvolution_qdq_transformation.cpp   |  2 +-
 .../interpolate_transformation.cpp            |  2 +-
 .../mat_mul_transformation.cpp                |  2 +-
 ..._constant_fake_quantize_transformation.cpp |  6 ++---
 ...ly_to_group_convolution_transformation.cpp |  4 ++--
 .../multiply_transformation.cpp               |  2 +-
 ...ultiply_with_one_parent_transformation.cpp |  2 +-
 .../mvn_transformation.cpp                    |  4 ++--
 .../normalize_transformation.cpp              |  6 ++---
 .../prelu_transformation.cpp                  |  2 +-
 ..._through_dequantization_transformation.cpp |  2 +-
 .../reduce_max_transformation.cpp             |  2 +-
 .../reduce_mean_transformation.cpp            |  2 +-
 .../reduce_min_transformation.cpp             |  2 +-
 .../reduce_sum_transformation.cpp             |  2 +-
 .../relu_transformation.cpp                   |  2 +-
 .../reshape_transformation.cpp                |  8 +++----
 .../shuffle_channels_transformation.cpp       |  2 +-
 .../split_transformation.cpp                  |  2 +-
 .../strided_slice_transformation.cpp          |  2 +-
 .../subtract_transformation.cpp               |  2 +-
 .../transpose_after_matmul_transformation.cpp |  2 +-
 .../transpose_transformation.cpp              |  4 ++--
 .../variadic_split_transformation.cpp         |  2 +-
 .../add_transformation.hpp                    |  2 +-
 .../clamp_transformation.hpp                  |  2 +-
 .../concat_transformation.hpp                 |  2 +-
 .../concat_with_child_and_output.hpp          |  2 +-
 ...t_with_different_precision_on_children.hpp |  2 +-
 ...oncat_with_intermediate_transformation.hpp |  2 +-
 ...at_with_neighbors_graph_transformation.hpp |  2 +-
 .../concat_with_split_transformation.hpp      |  2 +-
 ...nvolution_backprop_data_transformation.hpp |  2 +-
 .../convolution_qdq_transformation.hpp        |  2 +-
 .../depth_to_space_transformation.hpp         |  2 +-
 ...e_quantize_and_avg_pool_transformation.hpp |  2 +-
 ...e_quantize_and_max_pool_transformation.hpp |  2 +-
 ...d_two_output_branches_with_convolution.hpp |  2 +-
 ...ize_precision_selection_transformation.hpp |  2 +-
 .../fake_quantize_transformation.hpp          |  2 +-
 ...ize_with_dq_not_optimal_transformation.hpp |  2 +-
 .../fully_connected_transformation.hpp        |  4 ++--
 .../fuse_convert_transformation.hpp           |  2 +-
 ...uantize_and_scale_shift_transformation.hpp |  2 +-
 .../fuse_fake_quantize_transformation.hpp     |  2 +-
 ...ltiply_to_fake_quantize_transformation.hpp |  2 +-
 ...btract_to_fake_quantize_transformation.hpp |  2 +-
 .../gemm_transformation.hpp                   |  2 +-
 .../group_convolution_transformation.hpp      |  2 +-
 .../groupconvolution_qdq_transformation.hpp   |  2 +-
 .../interpolate_transformation.hpp            |  2 +-
 .../mat_mul_transformation.hpp                |  2 +-
 .../mat_mul_with_constant_transformation.hpp  |  2 +-
 ..._constant_fake_quantize_transformation.hpp |  2 +-
 ...ly_to_group_convolution_transformation.hpp |  2 +-
 .../multiply_transformation.hpp               |  2 +-
 ...ultiply_with_one_parent_transformation.hpp |  2 +-
 .../mvn_transformation.hpp                    |  2 +-
 .../normalize_transformation.hpp              |  2 +-
 .../prelu_transformation.hpp                  |  2 +-
 ..._through_dequantization_transformation.hpp |  2 +-
 .../reduce_max_transformation.hpp             |  2 +-
 .../reduce_mean_transformation.hpp            |  2 +-
 .../reduce_min_transformation.hpp             |  2 +-
 .../reduce_sum_transformation.hpp             |  2 +-
 .../relu_transformation.hpp                   |  2 +-
 .../reshape_transformation.hpp                |  2 +-
 .../shuffle_channels_transformation.hpp       |  2 +-
 .../split_transformation.hpp                  |  2 +-
 .../squeeze_transformation.hpp                |  2 +-
 .../strided_slice_transformation.hpp          |  2 +-
 ...ultiply_to_multiply_add_transformation.hpp |  2 +-
 .../subtract_transformation.hpp               |  2 +-
 .../transpose_after_matmul_transformation.hpp |  2 +-
 .../transpose_transformation.hpp              |  2 +-
 .../unsqueeze_transformation.hpp              |  2 +-
 .../variadic_split_transformation.hpp         |  2 +-
 .../add_transformation.cpp                    |  6 ++---
 .../clamp_transformation.cpp                  |  6 ++---
 .../concat_transformation.cpp                 |  8 +++----
 .../concat_with_child_and_output.cpp          |  4 ++--
 ...t_with_different_precision_on_children.cpp |  8 +++----
 ...oncat_with_intermediate_transformation.cpp |  8 +++----
 ...at_with_neighbors_graph_transformation.cpp |  8 +++----
 .../concat_with_split_transformation.cpp      |  6 ++---
 ...nvolution_backprop_data_transformation.cpp | 12 ++++++----
 .../convolution_qdq_transformation.cpp        |  4 ++--
 .../convolution_transformation.cpp            |  6 ++---
 .../convolution_with_incorrect_weights.cpp    |  6 ++---
 .../depth_to_space_transformation.cpp         | 10 ++++----
 ...e_quantize_and_avg_pool_transformation.cpp |  6 ++---
 ...e_quantize_and_max_pool_transformation.cpp |  6 ++---
 ...d_two_output_branches_with_convolution.cpp |  6 ++---
 ...ize_precision_selection_transformation.cpp |  6 ++---
 .../fake_quantize_transformation.cpp          |  4 ++--
 ...ize_with_dq_not_optimal_transformation.cpp |  4 ++--
 .../fuse_convert_transformation.cpp           |  4 ++--
 ...uantize_and_scale_shift_transformation.cpp |  6 ++---
 .../gemm_transformation.cpp                   |  6 ++---
 .../groupconvolution_qdq_transformation.cpp   |  4 ++--
 .../interpolate_transformation.cpp            |  6 ++---
 .../mat_mul_transformation.cpp                |  6 ++---
 ..._constant_fake_quantize_transformation.cpp |  8 +++----
 ...ly_to_group_convolution_transformation.cpp |  4 ++--
 .../multiply_transformation.cpp               |  6 ++---
 ...ultiply_with_one_parent_transformation.cpp |  6 ++---
 .../mvn_transformation.cpp                    |  6 ++---
 .../normalize_transformation.cpp              |  6 ++---
 .../prelu_transformation.cpp                  |  8 +++----
 ..._through_dequantization_transformation.cpp |  4 ++--
 .../reduce_max_transformation.cpp             |  4 ++--
 .../reduce_mean_transformation.cpp            |  4 ++--
 .../reduce_min_transformation.cpp             |  4 ++--
 .../reduce_sum_transformation.cpp             |  4 ++--
 .../relu_transformation.cpp                   |  8 +++----
 .../shuffle_channels_transformation.cpp       |  4 ++--
 .../split_transformation.cpp                  |  8 +++----
 .../strided_slice_transformation.cpp          |  6 ++---
 .../subtract_transformation.cpp               |  4 ++--
 .../transpose_after_matmul_transformation.cpp |  6 ++---
 .../variadic_split_transformation.cpp         |  8 +++----
 .../layer_transformation.hpp                  |  2 +-
 .../layer_transformation.cpp                  |  2 +-
 .../lpt_ngraph_functions/add_function.hpp     |  2 +-
 .../avg_pool_function.hpp                     |  2 +-
 .../lpt_ngraph_functions/clamp_function.hpp   |  2 +-
 .../lpt_ngraph_functions/concat_function.hpp  |  4 ++--
 .../convolution_backprop_data_function.hpp    |  2 +-
 .../convolution_function.hpp                  |  2 +-
 .../depth_to_space_function.hpp               |  2 +-
 ...fake_quantize_and_convolution_function.hpp |  2 +-
 ...put_branches_with_convolution_function.hpp |  2 +-
 .../fake_quantize_function.hpp                |  2 +-
 ..._quantize_precision_selection_function.hpp |  2 +-
 .../fuse_convert_function.hpp                 |  2 +-
 ...fake_quantize_and_scale_shift_function.hpp |  2 +-
 .../fuse_fake_quantize_function.hpp           |  2 +-
 .../group_convolution_function.hpp            |  2 +-
 .../interpolate_function.hpp                  |  2 +-
 .../lpt_ngraph_functions/mat_mul_function.hpp |  8 +++----
 ...imized_constant_fake_quantize_function.hpp |  4 ++--
 .../max_pool_function.hpp                     |  2 +-
 .../multiply_function.hpp                     |  2 +-
 ...multiply_to_group_convolution_function.hpp |  2 +-
 .../multiply_with_one_parent_function.hpp     |  2 +-
 .../lpt_ngraph_functions/mvn_function.hpp     |  2 +-
 .../normalize_l2_function.hpp                 |  2 +-
 .../lpt_ngraph_functions/prelu_function.hpp   |  2 +-
 .../lpt_ngraph_functions/reduce_function.hpp  |  2 +-
 .../lpt_ngraph_functions/relu_function.hpp    |  2 +-
 .../lpt_ngraph_functions/reshape_function.hpp |  2 +-
 .../shuffle_channels_function.hpp             |  2 +-
 .../lpt_ngraph_functions/split_function.hpp   |  2 +-
 .../lpt_ngraph_functions/squeeze_function.hpp |  2 +-
 .../strided_slice_function.hpp                |  2 +-
 .../subtract_function.hpp                     |  2 +-
 ...ract_multiply_to_multiply_add_function.hpp |  2 +-
 .../transpose_after_mat_mul_function.hpp      |  2 +-
 .../transpose_function.hpp                    |  2 +-
 .../unsqueeze_function.hpp                    |  2 +-
 .../variadic_split_function.hpp               |  2 +-
 .../lpt_ngraph_functions/src/add_function.cpp |  4 ++--
 .../src/avg_pool_function.cpp                 |  4 ++--
 .../src/clamp_function.cpp                    |  2 +-
 .../src/concat_function.cpp                   | 12 +++++-----
 .../convolution_backprop_data_function.cpp    |  2 +-
 .../src/convolution_function.cpp              |  8 +++----
 .../src/depth_to_space_function.cpp           |  2 +-
 ...fake_quantize_and_convolution_function.cpp |  8 +++----
 ...put_branches_with_convolution_function.cpp |  8 +++----
 .../src/fake_quantize_function.cpp            |  4 ++--
 ..._quantize_precision_selection_function.cpp |  8 +++----
 .../src/fuse_convert_function.cpp             |  8 +++----
 ...fake_quantize_and_scale_shift_function.cpp |  4 ++--
 .../src/fuse_fake_quantize_function.cpp       |  4 ++--
 .../src/group_convolution_function.cpp        |  6 ++---
 .../src/interpolate_function.cpp              |  2 +-
 .../src/mat_mul_function.cpp                  | 16 ++++++-------
 ...imized_constant_fake_quantize_function.cpp |  8 +++----
 .../src/max_pool_function.cpp                 |  4 ++--
 .../src/multiply_function.cpp                 |  4 ++--
 ...multiply_to_group_convolution_function.cpp |  4 ++--
 .../src/multiply_with_one_parent_function.cpp |  4 ++--
 .../lpt_ngraph_functions/src/mvn_function.cpp |  2 +-
 .../src/normalize_l2_function.cpp             |  9 ++++---
 .../src/prelu_function.cpp                    |  6 ++---
 .../src/relu_function.cpp                     |  6 ++---
 .../src/reshape_function.cpp                  |  6 ++---
 .../src/shuffle_channels_function.cpp         |  2 +-
 .../src/split_function.cpp                    |  2 +-
 .../src/squeeze_function.cpp                  |  4 ++--
 .../src/strided_slice_function.cpp            |  2 +-
 .../src/subtract_function.cpp                 |  9 +++----
 ...ract_multiply_to_multiply_add_function.cpp | 11 ++++-----
 .../src/transpose_after_mat_mul_function.cpp  |  2 +-
 .../src/transpose_function.cpp                |  6 ++---
 .../src/unsqueeze_function.cpp                |  4 ++--
 .../src/variadic_split_function.cpp           |  2 +-
 272 files changed, 493 insertions(+), 496 deletions(-)

diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
index f575a6cc2ec..c2d0c9ccf0c 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
@@ -71,7 +71,7 @@ const std::vector<LayerTestsDefinitions::AddTestValues> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, AddTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(params)),
     AddTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
index 6f45a17b352..8b9a1c407c6 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
@@ -79,7 +79,7 @@ const std::vector<LayerTestsDefinitions::ClampTransformationParam> params{
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ClampTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
index 60d5e1ff730..ffd5c2b1d43 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
@@ -44,7 +44,7 @@ const std::vector<ConcatTransformationTestValues> testValues = {
     },
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     ngraph::Shape({ 1, 3, 16, 16 }),
     ngraph::Shape({ 4, 3, 16, 16 })
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
index 0141d37d23a..205e23656e4 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
@@ -45,7 +45,7 @@ const std::vector<ConcatWithChildAndOutputTransformationParam> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithChildAndOutputTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 6, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 6, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
index dc7d9936e6a..64b6b0b4d2a 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
@@ -48,7 +48,7 @@ const std::vector<bool> multiChannel = { true/*, false*/ };
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithDifferentChildrenTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 6, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 6, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
index 8c24e9cec20..0033b65b1c3 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
@@ -26,7 +26,7 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 const std::vector<bool> transparentIntermediateValues = { true, false };
 const std::vector<bool> multiChannelValues = { /*true,*/ false };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 3, 16, 16 },
     { 4, 3, 16, 16 }
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_transformation.cpp
index a0724e1bfe6..8d41c2b4086 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_transformation.cpp
@@ -23,7 +23,7 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
     LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8()
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 3, 16, 16 },
     { 4, 3, 16, 16 }
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
index f6d2f1c16b7..47dfa3385f6 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
@@ -48,7 +48,7 @@ const std::vector<ConcatWithSplitTransformationParam> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithSplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 6, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 6, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
index 180ef107e02..2aa5610a922 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
@@ -100,7 +100,7 @@ const std::vector<LayerTestsDefinitions::ConvolutionBackpropDataTransformationPa
     }
 };
 
-const std::vector<std::pair<ngraph::Shape, bool>> inputShapes = {
+const std::vector<std::pair<ngraph::PartialShape, bool>> inputShapes = {
     {{ 1, 8, 16, 16 }, true}
 };
 
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
index 5cb46fc2ee8..61050800444 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
@@ -233,7 +233,7 @@ const std::vector<LayerTestsDefinitions::ConvolutionQDqTransformationParam> para
     },
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 3, 4, 4 },
     { 4, 3, 4, 4 }
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
index d9057f66a92..e016bb04786 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
@@ -22,7 +22,7 @@ const std::vector<DepthToSpace::DepthToSpaceMode> modes = {
         DepthToSpace::DepthToSpaceMode::DEPTH_FIRST
 };
 
-const std::vector<ngraph::Shape> inputShapesBS2 = {
+const std::vector<ngraph::PartialShape> inputShapesBS2 = {
         {1, 4, 3, 3}, {2, 16, 5, 4}
 };
 
@@ -36,7 +36,7 @@ const auto DepthToSpaceBS2 = ::testing::Combine(
 
 INSTANTIATE_TEST_SUITE_P(LPT_BS2, DepthToSpaceTransformation, DepthToSpaceBS2, DepthToSpaceTransformation::getTestCaseName);
 
-const std::vector<ngraph::Shape> inputShapesBS3 = {
+const std::vector<ngraph::PartialShape> inputShapesBS3 = {
         {1, 9, 3, 3}, {2, 27, 5, 4}
  };
 
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
index d0f2b614f43..b4d81223f58 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
@@ -29,7 +29,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizes =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndAvgPoolTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizes)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
index 78df11d2f78..f0e626509dc 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
@@ -29,7 +29,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizes =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndMaxPoolTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizes)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
index adb79c659ec..2df5b908a0b 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
@@ -31,7 +31,7 @@ const std::vector<FakeQuantizeAndTwoOutputBranchesWithConvolution> testValues =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(testValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
index f2e7df2acde..efced0be774 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
@@ -59,7 +59,7 @@ const std::vector<FakeQuantizePrecisionSelectionTransformationTestValues> testVa
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizePrecisionSelectionTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(testValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
index 69ce1065c20..52cf2b24ba7 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
@@ -62,7 +62,7 @@ const std::vector<FakeQuantizeTransformationParam> fakeQuantizeOnDataValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
index af1a82dcd41..792323057f1 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
@@ -104,7 +104,7 @@ const std::vector<FakeQuantizeWithNotOptimalTransformationTestValues> fakeQuanti
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeWithNotOptimalTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
index a285b41a536..26125f65ba4 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
@@ -18,20 +18,20 @@ const std::vector<ngraph::element::Type> netPrecisions = {
 
 const std::vector<MatMulShapes> shapes = {
     {
-        ngraph::Shape{ 1, 16 },
-        ngraph::Shape{ 16, 8 },
+        ngraph::PartialShape{ 1, 16 },
+        ngraph::PartialShape{ 16, 8 },
         false,
         false
     },
     {
-        ngraph::Shape{ 1, 16 },
-        ngraph::Shape{ 8, 16 },
+        ngraph::PartialShape{ 1, 16 },
+        ngraph::PartialShape{ 8, 16 },
         false,
         true
     },
     {
-        ngraph::Shape{ 16, 1 },
-        ngraph::Shape{ 16, 8 },
+        ngraph::PartialShape{ 16, 1 },
+        ngraph::PartialShape{ 16, 8 },
         true,
         false
     },
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
index 8082ecfe96d..d8c5370b37b 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
@@ -12,8 +12,8 @@ const std::vector<element::Type> precisions = {
         element::f32
 };
 
-const std::vector< ngraph::Shape > inputAndQuantizationShapes = {
-        Shape{ 1, 4, 16, 16 },
+const std::vector< ngraph::PartialShape > inputAndQuantizationShapes = {
+        { 1, 4, 16, 16 },
 };
 
 const std::vector<ngraph::builder::subgraph::DequantizationOperations> deqOperations = {
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
index 8d4b127eb48..791be4c2c5a 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
@@ -36,7 +36,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizeOnD
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FuseFakeQuantizeAndScaleShiftTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 9, 9 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 9, 9 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
index d1d38ed94d7..cf04e0e5b3c 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
@@ -14,7 +14,7 @@ namespace {
 const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     // 1) Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -26,7 +26,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
         }
     },
     {
-        ngraph::Shape{128, 3},
+        {128, 3},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -39,7 +39,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Multiply by zero
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -52,7 +52,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Subtract + Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -65,7 +65,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Convert + Subtract + Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -78,7 +78,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Convert + Subtract + Multiply 2) Add
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -91,7 +91,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // issue #40611 for FP32
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { },
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
index 81674818d6b..25a9d1c74d8 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
@@ -14,7 +14,7 @@ namespace {
 
 const std::vector<FuseMultiplyToFakeQuantizeTransformationTestValues> testValues = {
     {
-        Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { 256ul, {}, { 0.f }, { 2.55f }, { 0.f }, { 2.55f } },
@@ -22,7 +22,7 @@ const std::vector<FuseMultiplyToFakeQuantizeTransformationTestValues> testValues
         }
     },
     {
-        Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { 256ul, {}, { -1.28f }, { 1.27f }, { 10.f }, { 2.55f } },
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
index 4a65f1eb27b..cfac0fe5fd7 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
@@ -14,7 +14,7 @@ namespace {
 
 const std::vector<FuseSubtractToFakeQuantizeTransformationTestValues> testValues = {
     {
-        Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { 256ul, {}, { 0.f }, { 2.55f }, { 10.f }, { 255.f } },
@@ -22,7 +22,7 @@ const std::vector<FuseSubtractToFakeQuantizeTransformationTestValues> testValues
         }
     },
     {
-        Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { 256ul, {}, { -1.28f }, { 1.27f }, { 0.f }, { 255.f } },
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
index 242df59cfff..4aef2c749c4 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
@@ -16,7 +16,7 @@ const std::vector<ngraph::element::Type> netPrecisions = {
         // ngraph::element::f16
 };
 
-const std::vector<ngraph::Shape> dimensions = {
+const std::vector<ngraph::PartialShape> dimensions = {
     { 1, 3, 16, 16 }
 };
 
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
index d8a81076d61..cc62ec4db63 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
@@ -23,8 +23,8 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> params = {
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 24, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 24, 18, 18 },
         3ul,
         -1,
         { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 25.5f }, { 0.f }, { 25.5f } },
@@ -34,8 +34,8 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 24, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 24, 18, 18 },
         3ul,
         0,
         { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 25.5f }, { 0.f }, { 25.5f } },
@@ -45,8 +45,8 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 24, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 24, 18, 18 },
         3ul,
         1,
         { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 25.5f }, { 0.f }, { 25.5f } },
@@ -56,8 +56,8 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, per-channel quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 24, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 24, 18, 18 },
         3ul,
         -1,
         {
@@ -72,8 +72,8 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // depth-wise convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 6, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 6, 18, 18 },
         6ul,
         -1,
         { 256ul, ngraph::Shape { 1, 1, 1, 1 }, { 0.f }, { 25.5f }, { 0.f }, { 25.5f } },
@@ -81,8 +81,8 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // depth-wise convolution, per-channel quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
-        ngraph::Shape{ 1, 6, 18, 18 },
+        { 1, 6, 24, 24 },
+        { 1, 6, 18, 18 },
         6ul,
         -1,
         {
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
index 74c60def9fc..8a80f2b13b1 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
@@ -488,7 +488,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionQDqTransformationParam>
     },
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 4, 7, 7 }
 };
 
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
index 7954fac1a23..769d78abf72 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
@@ -12,7 +12,7 @@ const std::vector<ngraph::element::Type> precisions = {
     ngraph::element::f32
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape>> shapes = {
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape>> shapes = {
     {{1, 4, 16, 16}, {32, 32}},
     {{1, 2, 48, 80}, {50, 60}},
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
index 2df46fe0bfc..a3c782b39d0 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
@@ -45,7 +45,7 @@ std::vector<MatMulTransformationTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MatMulTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 384, 1024 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 384, 1024 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues)),
     MatMulTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
index 76ec3422c06..dfad0664275 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
@@ -21,9 +21,9 @@ const std::vector<LayerTestsDefinitions::MatMulWithOptimizedConstantFakeQuantize
     },
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape>> inputShapes = {
-    std::pair<ngraph::Shape, ngraph::Shape>({ 1, 16 }, { 10, 16 }),
-    std::pair<ngraph::Shape, ngraph::Shape>({ 1, 16 }, { 16, 10 })
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape>> inputShapes = {
+    {{ 1, 16 }, { 10, 16 }},
+    {{ 1, 16 }, { 16, 10 }}
 };
 
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MatMulWithOptimizedConstantFakeQuantizeTransformation,
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
index 39dc081f402..10f45879810 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
@@ -12,8 +12,8 @@ const std::vector<element::Type> precisions = {
     element::f32
 };
 
-const std::vector< ngraph::Shape > inputShapes = {
-    Shape{ 1ul, 4ul, 16ul, 16ul }, Shape{ 1ul, 4ul, 16ul, 16ul, 16ul }
+const std::vector< ngraph::PartialShape > inputShapes = {
+    { 1ul, 4ul, 16ul, 16ul }, { 1ul, 4ul, 16ul, 16ul, 16ul }
 };
 
 const std::vector<builder::subgraph::FakeQuantizeOnData> fqOnData = {
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
index 8f791dc2e7c..de85a663877 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
@@ -70,7 +70,7 @@ const std::vector<LayerTestsDefinitions::MultiplyTestValues> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MultiplyTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(params)),
     MultiplyTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
index 2c790eb7023..0b483c5fecf 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
@@ -24,7 +24,7 @@ const std::vector<MultiplyWithOneParentTransformationValues> values = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MultiplyWithOneParentTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(values)),
     MultiplyWithOneParentTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
index 505fffa8d54..1051ef8d15b 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
@@ -12,8 +12,8 @@ const std::vector<element::Type> precisions = {
     element::f32
 };
 
-const std::vector< ngraph::Shape > inputAndQuantizationShapes = {
-    Shape{ 1ul, 4ul, 16ul, 16ul },
+const std::vector<ngraph::PartialShape> inputAndQuantizationShapes = {
+    { 1ul, 4ul, 16ul, 16ul },
 };
 
 const std::vector<AxisSet> reductionAxes = { { 2, 3 }, { 1, 2, 3 } };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
index 6a88af8938d..c1a8a31dd3e 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
@@ -16,9 +16,9 @@ const std::vector<ngraph::element::Type> precisions = {
     //ngraph::element::f16
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape> > inputAndQuantizationShapes = {
-    { ngraph::Shape({ 1ul, 4ul, 16ul, 16ul }), ngraph::Shape({ 1ul }) },
-    { ngraph::Shape({ 1ul, 4ul, 16ul, 16ul }), ngraph::Shape({ 1ul, 4ul, 1ul, 1ul }) },
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape> > inputAndQuantizationShapes = {
+    { { 1ul, 4ul, 16ul, 16ul }, { 1ul } },
+    { { 1ul, 4ul, 16ul, 16ul }, { 1ul, 4ul, 1ul, 1ul } },
 };
 
 const std::vector<std::vector<uint64_t>> axes = {
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
index bb35f882e62..43878ff0fc5 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
@@ -26,7 +26,7 @@ std::vector<PReluTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, PReluTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues)),
     PReluTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
index 0d8ca9c2284..6c064b4e70e 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
@@ -61,7 +61,7 @@ const std::vector<PullReshapeThroughDequantizationTestValues> params = {
     }
 };
 
-const std::vector<ngraph::Shape> inputShapes = {
+const std::vector<ngraph::PartialShape> inputShapes = {
     { 1, 16, 9, 9 },
     { 4, 16, 9, 9 }
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
index a24ef762ea5..ec5a659c72b 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
@@ -107,7 +107,7 @@ const std::vector<LayerTestsDefinitions::ReduceMaxTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMaxTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
index 7c6d1b60c6b..d77121a8e5c 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
@@ -107,7 +107,7 @@ const std::vector<LayerTestsDefinitions::ReduceMeanTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMeanTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
index af56b057a33..0e92bfdc7a8 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
@@ -107,7 +107,7 @@ const std::vector<LayerTestsDefinitions::ReduceMinTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMinTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
index cf767b71e4d..a7ca938ddbe 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
@@ -93,7 +93,7 @@ const std::vector<LayerTestsDefinitions::ReduceSumTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceSumTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
index 460d050f6aa..e618aa4719d 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
@@ -27,7 +27,7 @@ std::vector<ReluTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReluTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(testValues)),
     ReluTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
index 599b3de32e6..c8de61e3fd4 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
@@ -24,28 +24,28 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 const std::vector<ReshapeTransformationParam> params = {
     // 3D -> 4D
     {
-        ngraph::Shape{ 1, 3, 32 },
+        { 1, 3, 32 },
         { 1, 3, 4, 8 },
         { 256ul, ngraph::Shape{ 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
     },
     // 4D -> 3D
     {
-        ngraph::Shape{ 1, 3, 16, 16 },
+        { 1, 3, 16, 16 },
         { 1, 3, 256 },
         { 256ul, ngraph::Shape{ 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
     },
     // 4D -> 3D
     {
-        ngraph::Shape{ 1, 3, 16, 16 },
+        { 1, 3, 16, 16 },
         { 0, 3, -1 },
         { 256ul, ngraph::Shape{ 1, 3, 1, 1 }, { 0.f }, { 255.f }, { 0.f, 0.f, 0.f }, { 255.f, 25.5f, 2.55f } },
         true
     },
     // 4D -> 2D
     {
-        ngraph::Shape{ 1, 3, 4, 8 },
+        { 1, 3, 4, 8 },
         { 1, -1 },
         { 256ul, ngraph::Shape{ 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
index 2a214de6d3a..c086cdb5767 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
@@ -15,7 +15,7 @@ const std::vector<ngraph::element::Type> netPrecisions = {
     // ngraph::element::f16
 };
 
-const std::vector<ngraph::Shape> inputShapes = {
+const std::vector<ngraph::PartialShape> inputShapes = {
     { 1, 3, 16, 16 },
     { 4, 3, 16, 16 }
 };
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
index 56f3c7e2f25..6170a5c77af 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
@@ -87,7 +87,7 @@ const std::vector<LayerTestsDefinitions::SplitTransformationParam> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, SplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
index a66106064a1..f184a6e7658 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
@@ -92,7 +92,7 @@ const std::vector<LayerTestsDefinitions::StridedSliceTransformationParam> params
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, StridedSliceTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 24, 24 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 24, 24 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
index 3a5d5d6a32f..e2a82110508 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
@@ -25,7 +25,7 @@ const std::vector<LayerTransformation::Params> trasformationParamValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, SubtractTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues)),
     SubtractTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
index 98eb3cdde77..4057c6bdd58 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
@@ -29,7 +29,7 @@ const std::vector<bool> transposeChannelDimValues = { true, false };
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, TransposeAfterMatMulTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(perTensorValues),
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
index 390daa853c2..fb62c214a78 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
@@ -18,7 +18,7 @@ const std::vector<ngraph::element::Type> precisions = {
 const std::vector<TransposeTransformationTestValues> testValues = {
     // U8: per-tensor quantization
     {
-        ngraph::Shape({ 1, 1000, 1, 1}),
+        { 1, 1000, 1, 1},
         { 0, 2, 3, 1},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         ngraph::element::f32,
@@ -26,7 +26,7 @@ const std::vector<TransposeTransformationTestValues> testValues = {
     },
     // U8: per-channel quantization
     {
-        ngraph::Shape({ 1, 3, 1, 1}),
+        { 1, 3, 1, 1},
         { 0, 2, 3, 1},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         ngraph::element::f32,
diff --git a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
index 247dce33444..55924de077a 100644
--- a/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/cpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
@@ -93,7 +93,7 @@ const std::vector<LayerTestsDefinitions::VariadicSplitTransformationParam> param
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, VariadicSplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_CPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
index 7b51e051339..905103d681e 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/add_transformation.cpp
@@ -71,7 +71,7 @@ const std::vector<LayerTestsDefinitions::AddTestValues> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, AddTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(params)),
     AddTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
index 408cbb55071..59ba772fcca 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/clamp_transformation.cpp
@@ -79,7 +79,7 @@ const std::vector<LayerTestsDefinitions::ClampTransformationParam> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ClampTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
index f22eb9f63a1..f7dab096215 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_transformation.cpp
@@ -42,7 +42,7 @@ const std::vector<ConcatTransformationTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues)),
     ConcatTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
index f53eb289438..841b2871b39 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_child_and_output.cpp
@@ -45,7 +45,7 @@ const std::vector<ConcatWithChildAndOutputTransformationParam> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithChildAndOutputTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 6, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 6, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
index d7605440afe..71913315cfb 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_different_precision_on_children.cpp
@@ -48,7 +48,7 @@ const std::vector<bool> multiChannel = { true/*, false*/ };
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithDifferentChildrenTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
index 00f5467b33c..13b0791ba90 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_intermediate_transformation.cpp
@@ -29,7 +29,7 @@ const std::vector<bool> multiChannelValues = { /*true,*/ false };
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithIntermediateTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(transparentIntermediateValues),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
index 2dc3a2b4fde..90790ca04b9 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
@@ -26,7 +26,7 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithNeighborsGraphTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues)),
     ConcatWithNeighborsGraphTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
index 2c969a1775f..418cf879fb8 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/concat_with_split_transformation.cpp
@@ -48,7 +48,7 @@ const std::vector<ConcatWithSplitTransformationParam> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ConcatWithSplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 6, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 6, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues),
         ::testing::ValuesIn(trasformationParamValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
index e656b6f3ff5..32adecae944 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_backprop_data_transformation.cpp
@@ -102,7 +102,7 @@ const std::vector<LayerTestsDefinitions::ConvolutionBackpropDataTransformationPa
     }
 };
 
-const std::vector<std::pair<ngraph::Shape, bool>> inputShapes = {
+const std::vector<std::pair<ngraph::PartialShape, bool>> inputShapes = {
         {{ 1, 8, 16, 16 }, false},
         {{ 1, 32, 16, 16 }, true}
 };
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
index bb1bd0cb8dc..b629703ae6d 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/convolution_qdq_transformation.cpp
@@ -233,7 +233,7 @@ const std::vector<LayerTestsDefinitions::ConvolutionQDqTransformationParam> para
     },
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 3, 4, 4 },
     { 4, 3, 4, 4 }
 };
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
index 85e076155cc..3cc179973b3 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/depth_to_space_transformation.cpp
@@ -22,7 +22,7 @@ const std::vector<DepthToSpace::DepthToSpaceMode> modes = {
         DepthToSpace::DepthToSpaceMode::DEPTH_FIRST
 };
 
-const std::vector<ngraph::Shape> inputShapesBS2 = {
+const std::vector<ngraph::PartialShape> inputShapesBS2 = {
         {1, 4, 3, 3}, {2, 16, 5, 4}
 };
 
@@ -36,7 +36,7 @@ const auto DepthToSpaceBS2 = ::testing::Combine(
 
 INSTANTIATE_TEST_SUITE_P(LPT_BS2, DepthToSpaceTransformation, DepthToSpaceBS2, DepthToSpaceTransformation::getTestCaseName);
 
-const std::vector<ngraph::Shape> inputShapesBS3 = {
+const std::vector<ngraph::PartialShape> inputShapesBS3 = {
         {1, 9, 3, 3}, {2, 27, 5, 4}
  };
 
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
index ea2587340ff..0341ccf8357 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
@@ -30,7 +30,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizes =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndAvgPoolTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizes)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
index ba1bc5bb20a..8a2e17bb04b 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
@@ -30,7 +30,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizes =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndMaxPoolTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizes)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
index fa47c845378..77571dc66f0 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
@@ -31,7 +31,7 @@ const std::vector<FakeQuantizeAndTwoOutputBranchesWithConvolution> testValues =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(testValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
index 2b67ce0720c..86354110d54 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
@@ -60,7 +60,7 @@ const std::vector<FakeQuantizePrecisionSelectionTransformationTestValues> testVa
 INSTANTIATE_TEST_SUITE_P(DISABLED_LPT, FakeQuantizePrecisionSelectionTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(testValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
index fe2ae3c55d6..7cb9d409e9e 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_transformation.cpp
@@ -62,7 +62,7 @@ const std::vector<FakeQuantizeTransformationParam> fakeQuantizeOnDataValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 32, 72, 48 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 32, 72, 48 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
index 6e780a94ed2..f7b5f76aa32 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
@@ -104,7 +104,7 @@ const std::vector<FakeQuantizeWithNotOptimalTransformationTestValues> fakeQuanti
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FakeQuantizeWithNotOptimalTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
index 45bf73121d2..b486eca6282 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fully_connected_transformation.cpp
@@ -18,20 +18,20 @@ const std::vector<ngraph::element::Type> netPrecisions = {
 
 const std::vector<MatMulShapes> shapes = {
     {
-        ngraph::Shape{ 1, 16 },
-        ngraph::Shape{ 16, 8 },
+        { 1, 16 },
+        { 16, 8 },
         false,
         false
     },
     {
-        ngraph::Shape{ 1, 16 },
-        ngraph::Shape{ 8, 16 },
+        { 1, 16 },
+        { 8, 16 },
         false,
         true
     },
     {
-        ngraph::Shape{ 16, 1 },
-        ngraph::Shape{ 16, 8 },
+        { 16, 1 },
+        { 16, 8 },
         true,
         false
     },
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
index 537f95363e1..9a1fdd7526b 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_convert_transformation.cpp
@@ -13,8 +13,8 @@ const std::vector<element::Type> precisions = {
         // element::f16 // TODO: temporarily commented due to failing in GPU Plugin on constant folding stage
 };
 
-const std::vector< ngraph::Shape > inputAndQuantizationShapes = {
-        Shape{ 1, 4, 16, 16 },
+const std::vector<ngraph::PartialShape>inputAndQuantizationShapes = {
+        { 1, 4, 16, 16 },
 };
 
 const std::vector<ngraph::builder::subgraph::DequantizationOperations> deqOperations = {
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
index f78feda5ce6..36c09e796a4 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
@@ -37,7 +37,7 @@ const std::vector<ngraph::builder::subgraph::FakeQuantizeOnData> fakeQuantizeOnD
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, FuseFakeQuantizeAndScaleShiftTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 9, 9 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 9, 9 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(fakeQuantizeOnDataValues)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
index 07b0f0a8ad8..fa3c80cdca6 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_fake_quantize_transformation.cpp
@@ -13,7 +13,7 @@ namespace {
 const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     // 1) Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -26,7 +26,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Multiply with different input and output shape
     {
-        ngraph::Shape{128, 3},
+        {128, 3},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -39,7 +39,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Multiply by zero
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -52,7 +52,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Subtract + Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -65,7 +65,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Convert + Subtract + Multiply
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -78,7 +78,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // 1) Convert + Subtract + Multiply 2) Add
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             ngraph::element::f32,
@@ -91,7 +91,7 @@ const std::vector<FuseFakeQuantizeTransformationTestValues> testValues = {
     },
     // issue #40611 for FP32
     {
-        ngraph::Shape{1, 3, 16, 16},
+        {1, 3, 16, 16},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         {
             { },
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
index 58fee1528c2..6e328d0d9cc 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.cpp
@@ -13,7 +13,7 @@ using namespace ngraph;
 namespace {
     const std::vector<FuseMultiplyToFakeQuantizeTransformationTestValues> testValues = {
         {
-            Shape{1, 3, 16, 16},
+            {1, 3, 16, 16},
             LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
             {
                 { 256ul, {}, { 0.f }, { 2.55f }, { 0.f }, { 2.55f } },
@@ -21,7 +21,7 @@ namespace {
             }
         },
         {
-            Shape{1, 3, 16, 16},
+            {1, 3, 16, 16},
             LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
             {
                 { 256ul, {}, { -1.28f }, { 1.27f }, { 10.f }, { 2.55f } },
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
index 0b25acfc569..5762ca291de 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.cpp
@@ -13,7 +13,7 @@ using namespace ngraph;
 namespace {
     const std::vector<FuseSubtractToFakeQuantizeTransformationTestValues> testValues = {
         {
-            Shape{1, 3, 16, 16},
+            {1, 3, 16, 16},
             LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
             {
                 { 256ul, {}, { 0.f }, { 2.55f }, { 10.f }, { 255.f } },
@@ -21,7 +21,7 @@ namespace {
             }
         },
         {
-            Shape{1, 3, 16, 16},
+            {1, 3, 16, 16},
             LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
             {
                 { 256ul, {}, { -1.28f }, { 1.27f }, { 0.f }, { 255.f } },
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
index cd2b40ceb26..5708e2e6476 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/gemm_transformation.cpp
@@ -16,7 +16,7 @@ const std::vector<ngraph::element::Type> netPrecisions = {
     ngraph::element::f16
 };
 
-const std::vector<ngraph::Shape> dimensions = {
+const std::vector<ngraph::PartialShape> dimensions = {
     {1, 3, 16, 16}
 };
 
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
index 18325c824f4..9a404a11b89 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/group_convolution_transformation.cpp
@@ -23,7 +23,7 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> params = {
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 24, 18, 18 },
         3ul,
         -1,
@@ -34,7 +34,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 24, 18, 18 },
         3ul,
         0,
@@ -45,7 +45,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 24, 18, 18 },
         3ul,
         1,
@@ -56,7 +56,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // group convolution, per-channel quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 24, 18, 18 },
         3ul,
         -1,
@@ -72,7 +72,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // depthwise convolution, tensor quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 6, 18, 18 },
         6ul,
         -1,
@@ -81,7 +81,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionTransformationParam> pa
     },
     // depthwise convolution, per-channel quantization
     {
-        ngraph::Shape{ 1, 6, 24, 24 },
+        { 1, 6, 24, 24 },
         ngraph::Shape{ 1, 6, 18, 18 },
         6ul,
         -1,
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
index b95d0e7f8c6..4f5977a99a5 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/groupconvolution_qdq_transformation.cpp
@@ -488,7 +488,7 @@ const std::vector<LayerTestsDefinitions::GroupConvolutionQDqTransformationParam>
     },
 };
 
-const std::vector<ngraph::Shape> shapes = {
+const std::vector<ngraph::PartialShape> shapes = {
     { 1, 4, 7, 7 }
 };
 
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
index 33135bb451a..82a785cc02d 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/interpolate_transformation.cpp
@@ -13,7 +13,7 @@ const std::vector<ngraph::element::Type> precisions = {
     ngraph::element::f16
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape>> shapes = {
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape>> shapes = {
     {{1, 4, 16, 16}, {32, 32}},
     {{1, 2, 48, 80}, {50, 60}},
 };
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
index 6d0df41c7f4..868fd742059 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_transformation.cpp
@@ -33,7 +33,7 @@ std::vector<MatMulTransformationTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MatMulTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 384, 1024 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 384, 1024 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues)),
     MatMulTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
index 8759d2903bc..1fb29134b4c 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
@@ -22,9 +22,9 @@ const std::vector<LayerTestsDefinitions::MatMulWithOptimizedConstantFakeQuantize
     },
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape>> inputShapes = {
-    std::pair<ngraph::Shape, ngraph::Shape>({ 1, 16 }, { 10, 16 }),
-    std::pair<ngraph::Shape, ngraph::Shape>({ 1, 16 }, { 16, 10 })
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape>> inputShapes = {
+    {{ 1, 16 }, { 10, 16 }},
+    {{ 1, 16 }, { 16, 10 }}
 };
 
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MatMulWithOptimizedConstantFakeQuantizeTransformation,
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
index 4f60cc1a3bb..cee4583f67a 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
@@ -13,8 +13,8 @@ const std::vector<element::Type> precisions = {
     element::f16
 };
 
-const std::vector< ngraph::Shape > inputShapes = {
-    Shape{ 1ul, 4ul, 16ul, 16ul }, Shape{ 1ul, 4ul, 16ul, 16ul, 16ul }
+const std::vector<ngraph::PartialShape>inputShapes = {
+    { 1ul, 4ul, 16ul, 16ul }, { 1ul, 4ul, 16ul, 16ul, 16ul }
 };
 
 const std::vector<builder::subgraph::FakeQuantizeOnData> fqOnData = {
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
index 6c294cb6d9c..815f096e85c 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_transformation.cpp
@@ -70,7 +70,7 @@ const std::vector<LayerTestsDefinitions::MultiplyTestValues> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MultiplyTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(params)),
     MultiplyTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
index 083b4e8357b..99a9436995c 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/multiply_with_one_parent_transformation.cpp
@@ -24,7 +24,7 @@ const std::vector<MultiplyWithOneParentTransformationValues> values = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, MultiplyWithOneParentTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(InferenceEngine::SizeVector({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(values)),
     MultiplyWithOneParentTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
index da5fbff9e91..8b23929625a 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/mvn_transformation.cpp
@@ -13,8 +13,8 @@ namespace {
         element::f16
     };
 
-    const std::vector<ngraph::Shape> inputAndQuantizationShapes = {
-        Shape{ 1ul, 4ul, 16ul, 16ul },
+    const std::vector<ngraph::PartialShape> inputAndQuantizationShapes = {
+        { 1ul, 4ul, 16ul, 16ul },
     };
 
     const std::vector<AxisSet> reductionAxes = { { 2, 3 }, { 1, 2, 3 } };
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
index fe30318107a..9ceb37d6b5b 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/normalize_transformation.cpp
@@ -16,9 +16,9 @@ const std::vector<ngraph::element::Type> precisions = {
     ngraph::element::f16
 };
 
-const std::vector<std::pair<ngraph::Shape, ngraph::Shape> > inputAndQuantizationShapes = {
-    { ngraph::Shape({ 1ul, 4ul, 16ul, 16ul }), ngraph::Shape({ 1ul }) },
-    { ngraph::Shape({ 1ul, 4ul, 16ul, 16ul }), ngraph::Shape({ 1ul, 4ul, 1ul, 1ul }) },
+const std::vector<std::pair<ngraph::PartialShape, ngraph::Shape> > inputAndQuantizationShapes = {
+    { { 1ul, 4ul, 16ul, 16ul }, { 1ul } },
+    { { 1ul, 4ul, 16ul, 16ul }, { 1ul, 4ul, 1ul, 1ul } },
 };
 
 const std::vector<std::vector<uint64_t>> axes = {
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
index aea8e1be969..ceb5294a4ff 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/prelu_transformation.cpp
@@ -28,7 +28,7 @@ std::vector<PReluTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(DISABLED_LPT, PReluTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues)),
     PReluTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
index 04c82dfaff6..9ad74ec60e0 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
@@ -61,7 +61,7 @@ const std::vector<PullReshapeThroughDequantizationTestValues> params = {
     }
 };
 
-const std::vector<ngraph::Shape> inputShapes = {
+const std::vector<ngraph::PartialShape> inputShapes = {
     { 1, 16, 9, 9 },
     { 4, 16, 9, 9 }
 };
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
index f53880f5df7..d3f24e78f99 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_max_transformation.cpp
@@ -91,7 +91,7 @@ const std::vector<LayerTestsDefinitions::ReduceMaxTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMaxTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
index 5b343f98747..3b5ead6568f 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_mean_transformation.cpp
@@ -91,7 +91,7 @@ const std::vector<LayerTestsDefinitions::ReduceMeanTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMeanTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
index 89aeb83f875..1b1252c6dbf 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_min_transformation.cpp
@@ -91,7 +91,7 @@ const std::vector<LayerTestsDefinitions::ReduceMinTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceMinTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
index 46cd094fcc1..d2cd0bff4c5 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reduce_sum_transformation.cpp
@@ -81,7 +81,7 @@ const std::vector<LayerTestsDefinitions::ReduceSumTransformationParam> params =
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReduceSumTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 10, 10 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 10, 10 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
index a1d65bbf658..3621e570e23 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/relu_transformation.cpp
@@ -27,7 +27,7 @@ std::vector<ReluTestValues> testValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, ReluTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(precisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(testValues)),
     ReluTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
index a8d40ca957f..5dc8a212412 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/reshape_transformation.cpp
@@ -24,28 +24,28 @@ const std::vector<ngraph::pass::low_precision::LayerTransformation::Params> tras
 const std::vector<ReshapeTransformationParam> params = {
     // 3D -> 4D
     {
-        ngraph::Shape{ 1, 3, 32 },
+        { 1, 3, 32 },
         { 1, 3, 4, 8 },
         { 256ul, ngraph::Shape{ 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
     },
     // 4D -> 3D
     {
-        ngraph::Shape{ 1, 3, 16, 16 },
+        { 1, 3, 16, 16 },
         { 1, 3, 256 },
         { 256ul, ngraph::Shape{ 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
     },
     // 4D -> 3D
     {
-        ngraph::Shape{ 1, 3, 16, 16 },
+        { 1, 3, 16, 16 },
         { 0, 3, -1 },
         { 256ul, ngraph::Shape{ 1, 3, 1, 1 }, { 0.f }, { 255.f }, { 0.f, 0.f, 0.f }, { 255.f, 25.5f, 2.55f } },
         true
     },
     // 4D -> 2D
     {
-        ngraph::Shape{ 1, 3, 4, 8 },
+        { 1, 3, 4, 8 },
         { 1, -1 },
         { 256ul, ngraph::Shape{ 1, 1, 1, 1 }, { 0.f }, { 255.f }, { 0.f }, { 25.5f } },
         true
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
index 19a0cfbd015..2cbeedd9de1 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/shuffle_channels_transformation.cpp
@@ -15,7 +15,7 @@ const std::vector<ngraph::element::Type> netPrecisions = {
     ngraph::element::f16
 };
 
-const std::vector<ngraph::Shape> inputShapes = {
+const std::vector<ngraph::PartialShape> inputShapes = {
     { 1, 3, 16, 16 }
 };
 
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
index 18535a437da..5e0e56c0306 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/split_transformation.cpp
@@ -87,7 +87,7 @@ const std::vector<LayerTestsDefinitions::SplitTransformationParam> params = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, SplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
index 477fb83a158..5ca38dd35f5 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/strided_slice_transformation.cpp
@@ -89,7 +89,7 @@ const std::vector<LayerTestsDefinitions::StridedSliceTransformationParam> params
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, StridedSliceTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 24, 24 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 24, 24 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
index f58f01d8fc5..004dba7eb22 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/subtract_transformation.cpp
@@ -23,7 +23,7 @@ const std::vector<LayerTransformation::Params> trasformationParamValues = {
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, SubtractTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues)),
     SubtractTransformation::getTestCaseName);
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
index 7377d54b6cd..4b7147c0f7e 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_after_matmul_transformation.cpp
@@ -27,7 +27,7 @@ const std::vector<bool> transposeChannelDimValues = { true, false };
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, TransposeAfterMatMulTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(perTensorValues),
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
index b1913f592d1..90a78c92b43 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/transpose_transformation.cpp
@@ -18,7 +18,7 @@ const std::vector<ngraph::element::Type> precisions = {
 const std::vector<TransposeTransformationTestValues> testValues = {
     // U8: per-tensor quantization
     {
-        ngraph::Shape({ 1, 1000, 1, 1}),
+        { 1, 1000, 1, 1},
         { 0, 2, 3, 1},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         ngraph::element::f32,
@@ -26,7 +26,7 @@ const std::vector<TransposeTransformationTestValues> testValues = {
     },
     // U8: per-channel quantization
     {
-        ngraph::Shape({ 1, 3, 1, 1}),
+        { 1, 3, 1, 1},
         { 0, 2, 3, 1},
         LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8(),
         ngraph::element::f32,
diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
index 95f4e4487aa..3cdded43eb6 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/low_precision_transformations/variadic_split_transformation.cpp
@@ -93,7 +93,7 @@ const std::vector<LayerTestsDefinitions::VariadicSplitTransformationParam> param
 INSTANTIATE_TEST_SUITE_P(smoke_LPT, VariadicSplitTransformation,
     ::testing::Combine(
         ::testing::ValuesIn(netPrecisions),
-        ::testing::Values(ngraph::Shape({ 1, 3, 16, 16 })),
+        ::testing::Values(ngraph::PartialShape({ 1, 3, 16, 16 })),
         ::testing::Values(CommonTestUtils::DEVICE_GPU),
         ::testing::ValuesIn(trasformationParamValues),
         ::testing::ValuesIn(params)),
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/add_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/add_transformation.hpp
index 1908d91413d..37151d0b1ba 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/add_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/add_transformation.hpp
@@ -22,7 +22,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     AddTestValues
 > AddTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/clamp_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/clamp_transformation.hpp
index de7b31c9558..e11672d4973 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/clamp_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/clamp_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ClampTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_transformation.hpp
index 093944bf956..11aeb6701dd 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ConcatTransformationTestValues> ConcatTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_child_and_output.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_child_and_output.hpp
index 4c96976db6f..2ae292c8002 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_child_and_output.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_child_and_output.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string, // target device: CPU, GPU
     ConcatWithChildAndOutputTransformationParam,
     ngraph::pass::low_precision::LayerTransformation::Params // transformation parameters
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_different_precision_on_children.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_different_precision_on_children.hpp
index 50ea25c73d2..385ba9216df 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_different_precision_on_children.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_different_precision_on_children.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string, // target device: CPU, GPU
     ConcatWithDifferentChildrenTransformationParam,
     ngraph::pass::low_precision::LayerTransformation::Params, // transformation parameters
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_intermediate_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_intermediate_transformation.hpp
index c560455b1c0..a0881a3950a 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_intermediate_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_intermediate_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string, // target device: CPU, GPU
     ngraph::pass::low_precision::LayerTransformation::Params, // transformation parameters
     bool, // transparent intermediate
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_neighbors_graph_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_neighbors_graph_transformation.hpp
index f3235572fb3..c77dd2cb490 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_neighbors_graph_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_neighbors_graph_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params> ConcatNeighboringGraphTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_split_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_split_transformation.hpp
index f1d973410c5..2dfd8560650 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_split_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/concat_with_split_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ConcatWithSplitTransformationParam,
     ngraph::pass::low_precision::LayerTransformation::Params> ConcatWithSplitTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_backprop_data_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_backprop_data_transformation.hpp
index 8b690e2df2e..738854ae315 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_backprop_data_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_backprop_data_transformation.hpp
@@ -43,7 +43,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type, // netPrecision
-    std::pair<ngraph::Shape, bool>, // input shape and shape support flag
+    std::pair<ngraph::PartialShape, bool>, // input shape and shape support flag
     ngraph::Shape,         // outputShape
     std::string,           // targetDevice
     ngraph::pass::low_precision::LayerTransformation::Params,
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_qdq_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_qdq_transformation.hpp
index c3e7ea4c9e1..371349f7d55 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_qdq_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/convolution_qdq_transformation.hpp
@@ -47,7 +47,7 @@ inline std::ostream& operator<<(std::ostream& out, const ConvolutionQDqTransform
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ConvolutionQDqTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/depth_to_space_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/depth_to_space_transformation.hpp
index d634e062e12..8b385dca96e 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/depth_to_space_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/depth_to_space_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::opset1::DepthToSpace::DepthToSpaceMode,
     size_t> DepthToSpaceTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_avg_pool_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_avg_pool_transformation.hpp
index d7967203b7c..ed182705f2d 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_avg_pool_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_avg_pool_transformation.hpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ngraph::builder::subgraph::FakeQuantizeOnData> FakeQuantizeAndAvgPoolTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_max_pool_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_max_pool_transformation.hpp
index 3644960ef1e..29a85a20d26 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_max_pool_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_max_pool_transformation.hpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ngraph::builder::subgraph::FakeQuantizeOnData> FakeQuantizeAndMaxPoolTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.hpp
index be686035361..03a75530d23 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.hpp
@@ -22,7 +22,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     FakeQuantizeAndTwoOutputBranchesWithConvolution
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_precision_selection_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_precision_selection_transformation.hpp
index 9b99e2f6f09..8f0da855be7 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_precision_selection_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_precision_selection_transformation.hpp
@@ -50,7 +50,7 @@ inline std::ostream& operator<<(std::ostream& out, const FakeQuantizePrecisionSe
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     FakeQuantizePrecisionSelectionTransformationTestValues> FakeQuantizeTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_transformation.hpp
index f2b82386c5e..c43672edd57 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     FakeQuantizeTransformationParam> FakeQuantizeTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.hpp
index 7978fc26da6..10521951e6c 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.hpp
@@ -50,7 +50,7 @@ inline std::ostream& operator<<(std::ostream& out, const FakeQuantizeWithNotOpti
 // ngraph::builder::subgraph::FakeQuantizeOnData
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     FakeQuantizeWithNotOptimalTransformationTestValues> FakeQuantizeTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fully_connected_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fully_connected_transformation.hpp
index 4e4d56bc01c..8e273f825de 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fully_connected_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fully_connected_transformation.hpp
@@ -11,8 +11,8 @@
 
 class MatMulShapes {
 public:
-    ngraph::Shape inputA;
-    ngraph::Shape inputB;
+    ngraph::PartialShape inputA;
+    ngraph::PartialShape inputB;
     bool transposeA;
     bool transposeB;
 };
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_convert_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_convert_transformation.hpp
index cacacd09bd9..9e87a6ecb09 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_convert_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_convert_transformation.hpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple <
     element::Type,
-    Shape,
+    PartialShape,
     std::string,
     ngraph::builder::subgraph::DequantizationOperations,
     bool> FuseConvertTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.hpp
index 4b5ce627f6e..0d5036bb8e7 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ngraph::builder::subgraph::FakeQuantizeOnData> FuseFakeQuantizeAndScaleShiftTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_transformation.hpp
index 84679690d53..0ef83d52947 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_fake_quantize_transformation.hpp
@@ -26,7 +26,7 @@ public:
         ngraph::builder::subgraph::FakeQuantizeOnDataWithConstant fakeQuantizeOnData;
     };
 
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     Actual actual;
 };
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.hpp
index 21d5024e8bb..d1ce8a01e5b 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_multiply_to_fake_quantize_transformation.hpp
@@ -22,7 +22,7 @@ public:
         ngraph::builder::subgraph::DequantizationOperations dequantization;
     };
 
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     Actual actual;
 };
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.hpp
index 3dab656bcca..6c88512ea9b 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/fuse_subtract_to_fake_quantize_transformation.hpp
@@ -22,7 +22,7 @@ public:
         ngraph::builder::subgraph::DequantizationOperations dequantization;
     };
 
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     Actual actual;
 };
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/gemm_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/gemm_transformation.hpp
index 90eb782daac..0e54077bb83 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/gemm_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/gemm_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params> GemmTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/group_convolution_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/group_convolution_transformation.hpp
index b7d92417182..506763418d8 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/group_convolution_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/group_convolution_transformation.hpp
@@ -15,7 +15,7 @@ namespace LayerTestsDefinitions {
 
 class GroupConvolutionTransformationParam {
 public:
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::Shape outputShape;
     size_t group;
     int groupCalculationDimention;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/groupconvolution_qdq_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/groupconvolution_qdq_transformation.hpp
index 6caa548bc72..99dffb4714f 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/groupconvolution_qdq_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/groupconvolution_qdq_transformation.hpp
@@ -51,7 +51,7 @@ inline std::ostream& operator<<(std::ostream& out, const GroupConvolutionQDqTran
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     GroupConvolutionQDqTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/interpolate_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/interpolate_transformation.hpp
index 6a643ee2650..83311f46929 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/interpolate_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/interpolate_transformation.hpp
@@ -37,7 +37,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    std::pair<ngraph::Shape, ngraph::Shape>,
+    std::pair<ngraph::PartialShape, ngraph::Shape>,
     std::string,
     interpAttributes> InterpolateTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_transformation.hpp
index 65022a7bbaf..37f8d88151b 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_transformation.hpp
@@ -25,7 +25,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     MatMulTransformationTestValues> MatMulTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_constant_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_constant_transformation.hpp
index ed0ef0e9967..6c058727d69 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_constant_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_constant_transformation.hpp
@@ -19,7 +19,7 @@ namespace LayerTestsDefinitions {
 
 class MatMulWithConstantTransformationTestValues {
 public:
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::builder::subgraph::FakeQuantizeOnDataWithConstant fqOnData;
 
     ngraph::builder::subgraph::Constant weights;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.hpp
index 71d175006ce..ddb24903d3f 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    std::pair<ngraph::Shape, ngraph::Shape>,
+    std::pair<ngraph::PartialShape, ngraph::Shape>,
     std::string,
     MatMulWithOptimizedConstantFakeQuantizeTransformationTestValues
 > MatMulWithOptimizedConstantFakeQuantizeTransformationTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_to_group_convolution_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_to_group_convolution_transformation.hpp
index ee49b11d892..29827eeb0d9 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_to_group_convolution_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_to_group_convolution_transformation.hpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple <
     element::Type,
-    Shape,
+    PartialShape,
     std::string,
     builder::subgraph::FakeQuantizeOnData> MultiplyToGroupConvolutionTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_transformation.hpp
index 63d4d527f13..db868f7438e 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_transformation.hpp
@@ -23,7 +23,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     MultiplyTestValues
 > MultiplyTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_with_one_parent_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_with_one_parent_transformation.hpp
index a2dea7f9ec6..4fa9d821e30 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_with_one_parent_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/multiply_with_one_parent_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     MultiplyWithOneParentTransformationValues
 > MultiplyWithOneParentTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mvn_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mvn_transformation.hpp
index 6bb4fdcaf92..ac01efe9895 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mvn_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/mvn_transformation.hpp
@@ -16,7 +16,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple <
     element::Type,
-    Shape,
+    PartialShape,
     std::string,
     AxisSet,
     bool> MVNTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/normalize_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/normalize_transformation.hpp
index 8edae228202..fefecb17bec 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/normalize_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/normalize_transformation.hpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple <
     ngraph::element::Type,
-    std::pair<ngraph::Shape, ngraph::Shape>,
+    std::pair<ngraph::PartialShape, ngraph::Shape>,
     std::string,
     std::vector<uint64_t>,
     bool,
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/prelu_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/prelu_transformation.hpp
index a46ffef511e..493edfe3182 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/prelu_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/prelu_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     PReluTestValues> PReluTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/pull_reshape_through_dequantization_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/pull_reshape_through_dequantization_transformation.hpp
index 61292175942..198a879ff30 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/pull_reshape_through_dequantization_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/pull_reshape_through_dequantization_transformation.hpp
@@ -36,7 +36,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ngraph::Shape,
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_max_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_max_transformation.hpp
index 7a14601aebe..911b3d13f4f 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_max_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_max_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ReduceMaxTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_mean_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_mean_transformation.hpp
index 1e4e79c9551..5ea34628530 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_mean_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_mean_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ReduceMeanTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_min_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_min_transformation.hpp
index 74a2d90fc14..a52e4df34eb 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_min_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_min_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ReduceMinTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_sum_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_sum_transformation.hpp
index 4bb6e8ea38d..ec7af415c10 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_sum_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reduce_sum_transformation.hpp
@@ -20,7 +20,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ReduceSumTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/relu_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/relu_transformation.hpp
index 064aedd1c84..5155fd8f32b 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/relu_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/relu_transformation.hpp
@@ -19,7 +19,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ReluTestValues> ReluTransformationParams;
 
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reshape_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reshape_transformation.hpp
index 47d8a1876fd..912066a6e35 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reshape_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/reshape_transformation.hpp
@@ -14,7 +14,7 @@
 namespace LayerTestsDefinitions {
 class ReshapeTransformationParam {
 public:
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::vector<int> reshapeConstValues;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
     bool isTransformed;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/shuffle_channels_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/shuffle_channels_transformation.hpp
index 217eb2f7ea9..8439211c839 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/shuffle_channels_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/shuffle_channels_transformation.hpp
@@ -23,7 +23,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     ShuffleChannelsTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/split_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/split_transformation.hpp
index 6598bdfb59b..adcae0a25d8 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/split_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/split_transformation.hpp
@@ -17,7 +17,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     SplitTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/squeeze_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/squeeze_transformation.hpp
index b8aa50a11ce..4ddb1178f1e 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/squeeze_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/squeeze_transformation.hpp
@@ -16,7 +16,7 @@ class SqueezeTransformationParam {
 public:
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
     std::vector<float> squeezeAxes;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
 };
 
 std::string stringifySqueezeArgs(const std::vector<float>& axes);
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/strided_slice_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/strided_slice_transformation.hpp
index 321a5bb3716..c2e769e1b04 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/strided_slice_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/strided_slice_transformation.hpp
@@ -24,7 +24,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     StridedSliceTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_multiply_to_multiply_add_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_multiply_to_multiply_add_transformation.hpp
index 2a1cc62a91e..19fa50096be 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_multiply_to_multiply_add_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_multiply_to_multiply_add_transformation.hpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 class SubtractMultiplyToMultiplyAddTransformationTestValues {
 public:
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::element::Type precision;
     ngraph::builder::subgraph::FakeQuantizeOnData fqOnData;
 };
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_transformation.hpp
index 5743a49d885..43a58471a94 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/subtract_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params
 > SubtractTransformationParams;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_after_matmul_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_after_matmul_transformation.hpp
index 6c73e0198ff..f2258619b7f 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_after_matmul_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_after_matmul_transformation.hpp
@@ -13,7 +13,7 @@ namespace LayerTestsDefinitions {
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     bool,
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_transformation.hpp
index 8701bdc2b2d..6e26c6d6e7b 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/transpose_transformation.hpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 class TransposeTransformationTestValues {
 public:
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::vector<int> transposeConstValues;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::element::Type precisionBeforeFq;
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/unsqueeze_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/unsqueeze_transformation.hpp
index 416640b06df..3abee33a5b1 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/unsqueeze_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/unsqueeze_transformation.hpp
@@ -16,7 +16,7 @@ class UnsqueezeTransformationParam {
 public:
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
     std::vector<float> unsqueezeAxes;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
 };
 
 typedef std::tuple<
diff --git a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/variadic_split_transformation.hpp b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/variadic_split_transformation.hpp
index 44205e2c703..5f4665940fd 100644
--- a/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/variadic_split_transformation.hpp
+++ b/inference-engine/tests/functional/plugin/shared/include/low_precision_transformations/variadic_split_transformation.hpp
@@ -17,7 +17,7 @@ public:
 
 typedef std::tuple<
     ngraph::element::Type,
-    ngraph::Shape,
+    ngraph::PartialShape,
     std::string,
     ngraph::pass::low_precision::LayerTransformation::Params,
     VariadicSplitTransformationParam
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/add_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/add_transformation.cpp
index cffa033cc1b..2448bf7984f 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/add_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/add_transformation.cpp
@@ -18,7 +18,7 @@ namespace LayerTestsDefinitions {
 
 std::string AddTransformation::getTestCaseName(testing::TestParamInfo< AddTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     AddTestValues param;
@@ -50,7 +50,7 @@ std::string AddTransformation::getTestCaseName(testing::TestParamInfo< AddTransf
 
 void AddTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     AddTestValues param;
     std::tie(precision, inputShape, targetDevice, param) = this->GetParam();
 
@@ -64,7 +64,7 @@ void AddTransformation::SetUp() {
 
 void AddTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     AddTestValues param;
     std::tie(precision, inputShape, targetDevice, param) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/clamp_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/clamp_transformation.cpp
index 7c0a07aeb0d..d23da32cc56 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/clamp_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/clamp_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ClampTransformation::getTestCaseName(testing::TestParamInfo<ClampTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ClampTransformationParam param;;
@@ -30,7 +30,7 @@ std::string ClampTransformation::getTestCaseName(testing::TestParamInfo<ClampTra
 
 void ClampTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ClampTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -47,7 +47,7 @@ void ClampTransformation::SetUp() {
 
 void ClampTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ClampTransformationParam param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_transformation.cpp
index 0b4d3bfb1d9..a2e6f85c705 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_transformation.cpp
@@ -18,7 +18,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatTransformation::getTestCaseName(testing::TestParamInfo<ConcatTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatTransformationTestValues testValues;
     std::tie(precision, inputShapes, targetDevice, testValues) = obj.param;
@@ -31,7 +31,7 @@ std::string ConcatTransformation::getTestCaseName(testing::TestParamInfo<ConcatT
 }
 
 InferenceEngine::Blob::Ptr ConcatTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
-    InferenceEngine::SizeVector inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::element::Type netPrecision;
     std::string targetDevice;
     ConcatTransformationTestValues testValues;
@@ -47,7 +47,7 @@ InferenceEngine::Blob::Ptr ConcatTransformation::GenerateInput(const InferenceEn
 }
 
 void ConcatTransformation::SetUp() {
-    InferenceEngine::SizeVector inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::element::Type precision;
     ConcatTransformationTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
@@ -63,7 +63,7 @@ void ConcatTransformation::SetUp() {
 
 void ConcatTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatTransformationTestValues testValues;
     std::tie(precision, inputShapes, targetDevice, testValues) = GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_child_and_output.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_child_and_output.cpp
index 0d3bf4acfef..debf6671ec0 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_child_and_output.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_child_and_output.cpp
@@ -21,7 +21,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatWithChildAndOutputTransformation::getTestCaseName(testing::TestParamInfo<ConcatWithChildAndOutputTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithChildAndOutputTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -47,7 +47,7 @@ std::string ConcatWithChildAndOutputTransformation::getTestCaseName(testing::Tes
 
 void ConcatWithChildAndOutputTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     ConcatWithChildAndOutputTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShapes, targetDevice, param, params) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_different_precision_on_children.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_different_precision_on_children.cpp
index 7688d4e7a8b..c74d9740871 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_different_precision_on_children.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_different_precision_on_children.cpp
@@ -21,7 +21,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatWithDifferentChildrenTransformation::getTestCaseName(testing::TestParamInfo<ConcatWithDifferentChildrenTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithDifferentChildrenTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -38,7 +38,7 @@ std::string ConcatWithDifferentChildrenTransformation::getTestCaseName(testing::
 
 InferenceEngine::Blob::Ptr ConcatWithDifferentChildrenTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithDifferentChildrenTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -51,7 +51,7 @@ InferenceEngine::Blob::Ptr ConcatWithDifferentChildrenTransformation::GenerateIn
 
 void ConcatWithDifferentChildrenTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     ConcatWithDifferentChildrenTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool multiChannel;
@@ -65,7 +65,7 @@ void ConcatWithDifferentChildrenTransformation::SetUp() {
 
 void ConcatWithDifferentChildrenTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithDifferentChildrenTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_intermediate_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_intermediate_transformation.cpp
index 2bf15a14c32..12f3bf17565 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_intermediate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_intermediate_transformation.cpp
@@ -21,7 +21,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatWithIntermediateTransformation::getTestCaseName(testing::TestParamInfo<ConcatWithIntermediateTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool transparentIntermediate;
@@ -39,7 +39,7 @@ std::string ConcatWithIntermediateTransformation::getTestCaseName(testing::TestP
 
 InferenceEngine::Blob::Ptr ConcatWithIntermediateTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type netPrecision;
-    InferenceEngine::SizeVector inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params trasformationParams;
     bool transparentIntermediate;
@@ -60,7 +60,7 @@ InferenceEngine::Blob::Ptr ConcatWithIntermediateTransformation::GenerateInput(c
 
 void ConcatWithIntermediateTransformation::SetUp() {
     ngraph::element::Type ngPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params trasformationParams;
     bool transparentIntermediate;
     bool multichannel;
@@ -78,7 +78,7 @@ void ConcatWithIntermediateTransformation::SetUp() {
 
 void ConcatWithIntermediateTransformation::validate() {
     ngraph::element::Type netPrecision;
-    InferenceEngine::SizeVector inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool transparentIntermediate;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
index 912982c2ea6..2c7c1a100fa 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_neighbors_graph_transformation.cpp
@@ -18,7 +18,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatWithNeighborsGraphTransformation::getTestCaseName(testing::TestParamInfo<ConcatNeighboringGraphTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(precision, inputShapes, targetDevice, params) = obj.param;
@@ -28,7 +28,7 @@ std::string ConcatWithNeighborsGraphTransformation::getTestCaseName(testing::Tes
 
 InferenceEngine::Blob::Ptr ConcatWithNeighborsGraphTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = this->GetParam();
@@ -43,7 +43,7 @@ InferenceEngine::Blob::Ptr ConcatWithNeighborsGraphTransformation::GenerateInput
 void ConcatWithNeighborsGraphTransformation::SetUp() {
     threshold = 2.e-2;
     ngraph::element::Type ngPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(ngPrecision, inputShape, targetDevice, params) = this->GetParam();
 
@@ -61,7 +61,7 @@ void ConcatWithNeighborsGraphTransformation::SetUp() {
 
 void ConcatWithNeighborsGraphTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_split_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_split_transformation.cpp
index 3c67dd1b729..728656b4e28 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/concat_with_split_transformation.cpp
@@ -21,7 +21,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConcatWithSplitTransformation::getTestCaseName(testing::TestParamInfo<ConcatWithSplitTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithSplitTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -34,7 +34,7 @@ std::string ConcatWithSplitTransformation::getTestCaseName(testing::TestParamInf
 
 InferenceEngine::Blob::Ptr ConcatWithSplitTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ConcatWithSplitTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -54,7 +54,7 @@ InferenceEngine::Blob::Ptr ConcatWithSplitTransformation::GenerateInput(const In
 
 void ConcatWithSplitTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     ConcatWithSplitTransformationParam param;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShapes, targetDevice, param, params) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_backprop_data_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_backprop_data_transformation.cpp
index c8d15a5702e..913ec3e39a6 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_backprop_data_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_backprop_data_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConvolutionBackpropDataTransformation::getTestCaseName(testing::TestParamInfo<ConvolutionBackpropDataTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    std::pair<ngraph::Shape, bool> inputShape;
+    std::pair<ngraph::PartialShape, bool> inputShape;
     ngraph::Shape outputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
@@ -34,7 +34,7 @@ void ConvolutionBackpropDataTransformation::SetUp() {
     threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    std::pair<ngraph::Shape, bool> inputShapeAndHandling;
+    std::pair<ngraph::PartialShape, bool> inputShapeAndHandling;
     ngraph::Shape outputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionBackpropDataTransformationParam param;
@@ -43,14 +43,18 @@ void ConvolutionBackpropDataTransformation::SetUp() {
     std::shared_ptr<ngraph::Node> weights;
 
     const auto inputShape = inputShapeAndHandling.first;
+    ngraph::Shape weightsShape(4, 1ul);
+    weightsShape[0] = inputShape[1].get_length();
+    weightsShape[1] = inputShape[1].get_length() / 2;
+
     if (!param.fakeQuantizeOnWeights.empty()) {
         weights = ngraph::builder::subgraph::ConvolutionBackpropDataFunction::getWeights(
-            ngraph::Shape{inputShape[1], inputShape[1] / 2, 1, 1},
+            weightsShape,
             netPrecision,
             param.fakeQuantizeOnWeights);
     } else {
         weights = ngraph::builder::subgraph::ConvolutionBackpropDataFunction::getWeights(
-            ngraph::Shape{inputShape[1], inputShape[1] / 2, 1, 1},
+            weightsShape,
             netPrecision,
             param.dequantizationOnWeights);
     }
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_qdq_transformation.cpp
index a55cc05d284..d90427b904b 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_qdq_transformation.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConvolutionQDqTransformation::getTestCaseName(testing::TestParamInfo<ConvolutionQDqTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionQDqTransformationParam param;
@@ -37,7 +37,7 @@ void ConvolutionQDqTransformation::SetUp() {
     // threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionQDqTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_transformation.cpp
index f6e0a544fde..221a7cd8a2a 100755
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_transformation.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConvolutionTransformation::getTestCaseName(testing::TestParamInfo<ConvolutionTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionTransformationParam param;
@@ -39,7 +39,7 @@ void ConvolutionTransformation::SetUp() {
     threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -68,7 +68,7 @@ void ConvolutionTransformation::Run() {
 
 void ConvolutionTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionTransformationParam param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_with_incorrect_weights.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_with_incorrect_weights.cpp
index 63087b13a43..89d05397da3 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_with_incorrect_weights.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/convolution_with_incorrect_weights.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 
 std::string ConvolutionWIthIncorrectWeightsTransformation::getTestCaseName(testing::TestParamInfo<ConvolutionWIthIncorrectWeightsParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionWIthIncorrectWeightsParam param;
@@ -40,7 +40,7 @@ void ConvolutionWIthIncorrectWeightsTransformation::SetUp() {
     threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionWIthIncorrectWeightsParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -57,7 +57,7 @@ void ConvolutionWIthIncorrectWeightsTransformation::SetUp() {
 
 void ConvolutionWIthIncorrectWeightsTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ConvolutionWIthIncorrectWeightsParam param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/depth_to_space_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/depth_to_space_transformation.cpp
index f3169ba9c60..28df2617b6a 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/depth_to_space_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/depth_to_space_transformation.cpp
@@ -39,7 +39,7 @@ std::string DepthToSpaceTransformation::getTestCaseName(testing::TestParamInfo<D
     };
 
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     DepthToSpace::DepthToSpaceMode mode;
     size_t blockSize;
@@ -54,14 +54,14 @@ std::string DepthToSpaceTransformation::getTestCaseName(testing::TestParamInfo<D
 
 void DepthToSpaceTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     DepthToSpace::DepthToSpaceMode mode;
     size_t blockSize;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     std::tie(precision, inputShape, targetDevice, mode, blockSize) = this->GetParam();
 
-    if (inputShape.size() != 4ul) {
-        IE_THROW() << "not supported input shape size " << inputShape.size();
+    if (inputShape.rank().is_dynamic() || inputShape.rank().get_length() != 4) {
+        IE_THROW() << "not supported input shape size " << inputShape.rank();
     }
 
     function = ngraph::builder::subgraph::DepthToSpaceFunction::getOriginal(precision, inputShape, mode, blockSize);
@@ -71,7 +71,7 @@ void DepthToSpaceTransformation::SetUp() {
 
 void DepthToSpaceTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     DepthToSpace::DepthToSpaceMode mode;
     size_t blockSize;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
index 368a0265dff..de0e5715300 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_avg_pool_transformation.cpp
@@ -18,7 +18,7 @@ namespace LayerTestsDefinitions {
 
 std::string FakeQuantizeAndAvgPoolTransformation::getTestCaseName(testing::TestParamInfo<FakeQuantizeAndAvgPoolTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
@@ -30,7 +30,7 @@ std::string FakeQuantizeAndAvgPoolTransformation::getTestCaseName(testing::TestP
 void FakeQuantizeAndAvgPoolTransformation::SetUp() {
     threshold = 0.5f;
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
     std::tie(precision, inputShape, targetDevice, params, fakeQuantize) = this->GetParam();
@@ -46,7 +46,7 @@ void FakeQuantizeAndAvgPoolTransformation::SetUp() {
 
 void FakeQuantizeAndAvgPoolTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
index eda5c291126..f71a4a6bba9 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_max_pool_transformation.cpp
@@ -18,7 +18,7 @@ namespace LayerTestsDefinitions {
 
 std::string FakeQuantizeAndMaxPoolTransformation::getTestCaseName(testing::TestParamInfo<FakeQuantizeAndMaxPoolTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
@@ -29,7 +29,7 @@ std::string FakeQuantizeAndMaxPoolTransformation::getTestCaseName(testing::TestP
 
 void FakeQuantizeAndMaxPoolTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
     std::tie(precision, inputShape, targetDevice, params, fakeQuantize) = this->GetParam();
@@ -45,7 +45,7 @@ void FakeQuantizeAndMaxPoolTransformation::SetUp() {
 
 void FakeQuantizeAndMaxPoolTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
index 6c1d90e537d..1ee2255a1ad 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_and_two_output_branches_with_convolution.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 std::string FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation::getTestCaseName(
     testing::TestParamInfo<FakeQuantizeAndTwoOutputBranchesWithConvolutionParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeAndTwoOutputBranchesWithConvolution testValues;
@@ -38,7 +38,7 @@ std::string FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation::getTe
 void FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation::SetUp() {
     threshold = 0.1f;
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeAndTwoOutputBranchesWithConvolution testValues;
     std::tie(netPrecision, inputShape, targetDevice, params, testValues) = this->GetParam();
@@ -55,7 +55,7 @@ void FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation::SetUp() {
 
 void FakeQuantizeAndTwoOutputBranchesWithConvolutionTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeAndTwoOutputBranchesWithConvolution testValues;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
index bb2acd8bd64..321da6f49bb 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_precision_selection_transformation.cpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 std::string FakeQuantizePrecisionSelectionTransformation::getTestCaseName(testing::TestParamInfo<FakeQuantizeTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizePrecisionSelectionTransformationTestValues testValues;
@@ -30,7 +30,7 @@ std::string FakeQuantizePrecisionSelectionTransformation::getTestCaseName(testin
 
 void FakeQuantizePrecisionSelectionTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizePrecisionSelectionTransformationTestValues testValues;
     std::tie(netPrecision, inputShape, targetDevice, params, testValues) = this->GetParam();
@@ -50,7 +50,7 @@ void FakeQuantizePrecisionSelectionTransformation::SetUp() {
 
 void FakeQuantizePrecisionSelectionTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizePrecisionSelectionTransformationTestValues param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_transformation.cpp
index 4f14e33a757..25d5f3760dd 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_transformation.cpp
@@ -19,7 +19,7 @@ namespace LayerTestsDefinitions {
 
 std::string FakeQuantizeTransformation::getTestCaseName(testing::TestParamInfo<FakeQuantizeTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeTransformationParam testParams;
@@ -32,7 +32,7 @@ std::string FakeQuantizeTransformation::getTestCaseName(testing::TestParamInfo<F
 
 void FakeQuantizeTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeTransformationParam testParams;
     std::tie(netPrecision, inputShape, targetDevice, params, testParams) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
index 9667650a641..4f726d8e217 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fake_quantize_with_dq_not_optimal_transformation.cpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 std::string FakeQuantizeWithNotOptimalTransformation::getTestCaseName(testing::TestParamInfo<FakeQuantizeTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeWithNotOptimalTransformationTestValues testValues;
@@ -29,7 +29,7 @@ std::string FakeQuantizeWithNotOptimalTransformation::getTestCaseName(testing::T
 }
 
 void FakeQuantizeWithNotOptimalTransformation::SetUp() {
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::element::Type netPrecision;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     FakeQuantizeWithNotOptimalTransformationTestValues testValues;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_convert_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_convert_transformation.cpp
index 84ddf440f32..0682f617127 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_convert_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_convert_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 
 std::string FuseConvertTransformation::getTestCaseName(testing::TestParamInfo<FuseConvertTransformationParams> obj) {
     std::string targetDevice;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     ngraph::builder::subgraph::DequantizationOperations deqOperations;
@@ -37,7 +37,7 @@ std::string FuseConvertTransformation::getTestCaseName(testing::TestParamInfo<Fu
 }
 
 void FuseConvertTransformation::SetUp() {
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     ngraph::builder::subgraph::DequantizationOperations deqOperations;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
index 9997779d944..879e34a8f27 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/fuse_fake_quantize_and_scale_shift_transformation.cpp
@@ -16,7 +16,7 @@ namespace LayerTestsDefinitions {
 
 std::string FuseFakeQuantizeAndScaleShiftTransformation::getTestCaseName(testing::TestParamInfo<FuseFakeQuantizeAndScaleShiftTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantizeOnData;
@@ -29,7 +29,7 @@ std::string FuseFakeQuantizeAndScaleShiftTransformation::getTestCaseName(testing
 
 void FuseFakeQuantizeAndScaleShiftTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantizeOnData;
     std::tie(netPrecision, inputShape, targetDevice, params, fakeQuantizeOnData) = this->GetParam();
@@ -45,7 +45,7 @@ void FuseFakeQuantizeAndScaleShiftTransformation::SetUp() {
 
 void FuseFakeQuantizeAndScaleShiftTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantizeOnData;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/gemm_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/gemm_transformation.cpp
index aabc93f115a..0657458f6be 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/gemm_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/gemm_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 
 std::string GemmTransformation::getTestCaseName(testing::TestParamInfo<GemmTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = obj.param;
@@ -33,7 +33,7 @@ std::string GemmTransformation::getTestCaseName(testing::TestParamInfo<GemmTrans
 
 void GemmTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = this->GetParam();
 
@@ -51,7 +51,7 @@ void GemmTransformation::SetUp() {
 
 void GemmTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/groupconvolution_qdq_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/groupconvolution_qdq_transformation.cpp
index 454581e8b8a..40c4afae04f 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/groupconvolution_qdq_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/groupconvolution_qdq_transformation.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 
 std::string GroupConvolutionQDqTransformation::getTestCaseName(testing::TestParamInfo<GroupConvolutionQDqTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     GroupConvolutionQDqTransformationParam param;
@@ -37,7 +37,7 @@ void GroupConvolutionQDqTransformation::SetUp() {
     // threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     GroupConvolutionQDqTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/interpolate_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/interpolate_transformation.cpp
index 983e8ddb642..5df9c905c9e 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/interpolate_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/interpolate_transformation.cpp
@@ -30,7 +30,7 @@ inline std::ostream& operator<<(std::ostream& os, const std::vector<T>& values)
 
 std::string InterpolateTransformation::getTestCaseName(testing::TestParamInfo<InterpolateTransformationParams> obj) {
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     std::string targetDevice;
     interpAttributes attributes;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
@@ -51,7 +51,7 @@ std::string InterpolateTransformation::getTestCaseName(testing::TestParamInfo<In
 void InterpolateTransformation::SetUp() {
     SetRefMode(LayerTestsUtils::RefMode::IE);
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     interpAttributes attributes;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     std::tie(precision, shapes, targetDevice, attributes) = this->GetParam();
@@ -71,7 +71,7 @@ void InterpolateTransformation::SetUp() {
 
 void InterpolateTransformation::validate() {
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     std::string targetDevice;
     interpAttributes attributes;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_transformation.cpp
index 60a785ac920..cba7e5c048a 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_transformation.cpp
@@ -21,7 +21,7 @@ namespace LayerTestsDefinitions {
 
 std::string MatMulTransformation::getTestCaseName(testing::TestParamInfo<MatMulTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     MatMulTransformationTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = obj.param;
@@ -60,7 +60,7 @@ InferenceEngine::Blob::Ptr MatMulTransformation::GenerateInput(const InferenceEn
 
 void MatMulTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     MatMulTransformationTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
 
@@ -77,7 +77,7 @@ void MatMulTransformation::SetUp() {
 
 void MatMulTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     MatMulTransformationTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
index da706b482f7..6aa6de62656 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mat_mul_with_optimized_constant_fake_quantize_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 std::string MatMulWithOptimizedConstantFakeQuantizeTransformation::getTestCaseName(
     testing::TestParamInfo<MatMulWithOptimizedConstantFakeQuantizeTransformationTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::PartialShape> shapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     MatMulWithOptimizedConstantFakeQuantizeTransformationTestValues param;
@@ -32,7 +32,7 @@ std::string MatMulWithOptimizedConstantFakeQuantizeTransformation::getTestCaseNa
 
     std::ostringstream result;
     result << netPrecision << "_" <<
-        CommonTestUtils::vec2str(shapes.first) << "_" << CommonTestUtils::vec2str(shapes.second) << "_" <<
+        shapes.first << "_" << shapes.second << "_" <<
         targetDevice << "_"  <<
         param.fqOnData << "_" <<
         param.fqOnWeights;
@@ -43,7 +43,7 @@ void MatMulWithOptimizedConstantFakeQuantizeTransformation::SetUp() {
     threshold = 0.01f;
 
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::PartialShape> shapes;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     MatMulWithOptimizedConstantFakeQuantizeTransformationTestValues param;
     std::tie(precision, shapes, targetDevice, param) = this->GetParam();
@@ -60,7 +60,7 @@ void MatMulWithOptimizedConstantFakeQuantizeTransformation::SetUp() {
 
 void MatMulWithOptimizedConstantFakeQuantizeTransformation::validate() {
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::PartialShape> shapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     MatMulWithOptimizedConstantFakeQuantizeTransformationTestValues param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_to_group_convolution_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
index 6ef2bb26eb4..f9d62e4e172 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_to_group_convolution_transformation.cpp
@@ -24,7 +24,7 @@ namespace LayerTestsDefinitions {
 std::string MultiplyToGroupConvolutionTransformation::getTestCaseName(testing::TestParamInfo<MultiplyToGroupConvolutionTransformationParams> obj) {
     std::string targetDevice;
     ngraph::element::Type precision;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     builder::subgraph::FakeQuantizeOnData fqOnData;
     std::tie(precision, shape, targetDevice, fqOnData) = obj.param;
@@ -35,7 +35,7 @@ std::string MultiplyToGroupConvolutionTransformation::getTestCaseName(testing::T
 }
 
 void MultiplyToGroupConvolutionTransformation::SetUp() {
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     builder::subgraph::FakeQuantizeOnData fqOnData;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_transformation.cpp
index b2e9e9bdf59..48c0ea0f042 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_transformation.cpp
@@ -19,7 +19,7 @@ namespace LayerTestsDefinitions {
 
 std::string MultiplyTransformation::getTestCaseName(testing::TestParamInfo<MultiplyTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     MultiplyTestValues param;
@@ -51,7 +51,7 @@ std::string MultiplyTransformation::getTestCaseName(testing::TestParamInfo<Multi
 
 void MultiplyTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     MultiplyTestValues param;
     std::tie(precision, inputShape, targetDevice, param) = this->GetParam();
 
@@ -68,7 +68,7 @@ void MultiplyTransformation::SetUp() {
 
 void MultiplyTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     MultiplyTestValues param;
     std::tie(precision, inputShape, targetDevice, param) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_with_one_parent_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_with_one_parent_transformation.cpp
index ab16aa4c14b..34a78299be7 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_with_one_parent_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/multiply_with_one_parent_transformation.cpp
@@ -17,14 +17,14 @@ namespace LayerTestsDefinitions {
 
 std::string MultiplyWithOneParentTransformation::getTestCaseName(testing::TestParamInfo<MultiplyWithOneParentTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     MultiplyWithOneParentTransformationValues values;
 
     std::tie(netPrecision, inputShape, targetDevice, values) = obj.param;
 
     std::ostringstream result;
-    result << netPrecision << "_" << CommonTestUtils::vec2str(inputShape);
+    result << netPrecision << "_" << inputShape;
     return result.str();
 }
 
@@ -32,7 +32,7 @@ void MultiplyWithOneParentTransformation::SetUp() {
     threshold = 0.01f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     MultiplyWithOneParentTransformationValues values;
     std::tie(netPrecision, inputShape, targetDevice, values) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mvn_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mvn_transformation.cpp
index 6c7afd6f970..383f0a62a12 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mvn_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/mvn_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 
 std::string MVNTransformation::getTestCaseName(testing::TestParamInfo<MVNTransformationParams> obj) {
     std::string targetDevice;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     ngraph::AxisSet reductionAxes;
@@ -37,7 +37,7 @@ std::string MVNTransformation::getTestCaseName(testing::TestParamInfo<MVNTransfo
 }
 
 void MVNTransformation::SetUp() {
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     ngraph::AxisSet reductionAxes;
@@ -55,7 +55,7 @@ void MVNTransformation::SetUp() {
 
 void MVNTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape shape;
+    ngraph::PartialShape shape;
     std::string targetDevice;
     ngraph::AxisSet reductionAxes;
     bool normalizeVariance;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/normalize_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/normalize_transformation.cpp
index 0dfc98a8a82..62c3198f4a4 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/normalize_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/normalize_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 
 std::string NormalizeL2Transformation::getTestCaseName(testing::TestParamInfo<NormalizeL2TransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     std::string targetDevice;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     std::vector<uint64_t> axes;
@@ -45,7 +45,7 @@ std::string NormalizeL2Transformation::getTestCaseName(testing::TestParamInfo<No
 
 void NormalizeL2Transformation::SetUp() {
     threshold = 3.e-3;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     ngraph::element::Type precision;
     auto params = LayerTestsUtils::LayerTransformationParamsNGraphFactory::createParamsU8I8();
     std::vector<uint64_t> axes;
@@ -66,7 +66,7 @@ void NormalizeL2Transformation::SetUp() {
 
 void NormalizeL2Transformation::validate() {
     ngraph::element::Type precision;
-    std::pair<ngraph::Shape, ngraph::Shape> shapes;
+    std::pair<ngraph::PartialShape, ngraph::Shape> shapes;
     std::string targetDevice;
     std::vector<uint64_t> axes;
     bool fuseMultiply;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/prelu_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/prelu_transformation.cpp
index 125de3e4ff0..56bbbe8a5ae 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/prelu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/prelu_transformation.cpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 std::string PReluTransformation::getTestCaseName(testing::TestParamInfo<PReluTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     PReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = obj.param;
@@ -33,7 +33,7 @@ std::string PReluTransformation::getTestCaseName(testing::TestParamInfo<PReluTra
 
 InferenceEngine::Blob::Ptr PReluTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     PReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
@@ -48,7 +48,7 @@ InferenceEngine::Blob::Ptr PReluTransformation::GenerateInput(const InferenceEng
 
 void PReluTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     PReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
 
@@ -60,7 +60,7 @@ void PReluTransformation::SetUp() {
 
 void PReluTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     PReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
index fa9cdeeba90..2824a2adc3c 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/pull_reshape_through_dequantization_transformation.cpp
@@ -22,7 +22,7 @@ namespace LayerTestsDefinitions {
 
 std::string PullReshapeThroughDequantizationTransformation::getTestCaseName(testing::TestParamInfo<PullReshapeThroughDequantizationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::Shape elementwiseConstantShapes;
@@ -45,7 +45,7 @@ void PullReshapeThroughDequantizationTransformation::SetUp() {
     // threshold = 0.1f;
 
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ngraph::Shape elementwiseConstantShapes;
     PullReshapeThroughDequantizationTestValues testValues;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_max_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_max_transformation.cpp
index b458d5055d9..3c7830a2c49 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_max_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_max_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ReduceMaxTransformation::getTestCaseName(testing::TestParamInfo<ReduceMaxTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMaxTransformationParam param;;
@@ -32,7 +32,7 @@ std::string ReduceMaxTransformation::getTestCaseName(testing::TestParamInfo<Redu
 
 void ReduceMaxTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMaxTransformationParam param;;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_mean_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_mean_transformation.cpp
index dc6c3401482..54facc6ffdc 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_mean_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_mean_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ReduceMeanTransformation::getTestCaseName(testing::TestParamInfo<ReduceMeanTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMeanTransformationParam param;;
@@ -32,7 +32,7 @@ std::string ReduceMeanTransformation::getTestCaseName(testing::TestParamInfo<Red
 
 void ReduceMeanTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMeanTransformationParam param;;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_min_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_min_transformation.cpp
index d19a70de2d8..43de5bbf9b6 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_min_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_min_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ReduceMinTransformation::getTestCaseName(testing::TestParamInfo<ReduceMinTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMinTransformationParam param;;
@@ -32,7 +32,7 @@ std::string ReduceMinTransformation::getTestCaseName(testing::TestParamInfo<Redu
 
 void ReduceMinTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceMinTransformationParam param;;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_sum_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_sum_transformation.cpp
index 4fc99c49b6b..3c0f618359d 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_sum_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/reduce_sum_transformation.cpp
@@ -14,7 +14,7 @@ namespace LayerTestsDefinitions {
 
 std::string ReduceSumTransformation::getTestCaseName(testing::TestParamInfo<ReduceSumTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceSumTransformationParam param;;
@@ -32,7 +32,7 @@ std::string ReduceSumTransformation::getTestCaseName(testing::TestParamInfo<Redu
 
 void ReduceSumTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ReduceSumTransformationParam param;;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/relu_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/relu_transformation.cpp
index 7500b9b8802..df023ef988e 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/relu_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/relu_transformation.cpp
@@ -17,7 +17,7 @@ namespace LayerTestsDefinitions {
 
 std::string ReluTransformation::getTestCaseName(testing::TestParamInfo<ReluTransformationParams> obj) {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = obj.param;
@@ -33,7 +33,7 @@ std::string ReluTransformation::getTestCaseName(testing::TestParamInfo<ReluTrans
 
 InferenceEngine::Blob::Ptr ReluTransformation::GenerateInput(const InferenceEngine::InputInfo &info) const {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
@@ -48,7 +48,7 @@ InferenceEngine::Blob::Ptr ReluTransformation::GenerateInput(const InferenceEngi
 
 void ReluTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
 
@@ -60,7 +60,7 @@ void ReluTransformation::SetUp() {
 
 void ReluTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ReluTestValues testValues;
     std::tie(precision, inputShape, targetDevice, testValues) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/shuffle_channels_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/shuffle_channels_transformation.cpp
index 06d502a69d8..476f30b6ad1 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/shuffle_channels_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/shuffle_channels_transformation.cpp
@@ -20,7 +20,7 @@ namespace LayerTestsDefinitions {
 
 std::string ShuffleChannelsTransformation::getTestCaseName(testing::TestParamInfo<ShuffleChannelsTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ShuffleChannelsTransformationParam param;
@@ -34,7 +34,7 @@ std::string ShuffleChannelsTransformation::getTestCaseName(testing::TestParamInf
 
 void ShuffleChannelsTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     ShuffleChannelsTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/split_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/split_transformation.cpp
index 7c9eb6e8379..95316108aa9 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/split_transformation.cpp
@@ -17,7 +17,7 @@
 namespace LayerTestsDefinitions {
 std::string SplitTransformation::getTestCaseName(testing::TestParamInfo<SplitTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape  inputShapes;
+    ngraph::PartialShape  inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     SplitTransformationParam param;
@@ -31,7 +31,7 @@ std::string SplitTransformation::getTestCaseName(testing::TestParamInfo<SplitTra
 
 InferenceEngine::Blob::Ptr SplitTransformation::GenerateInput(const InferenceEngine::InputInfo& info) const {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     SplitTransformationParam param;
@@ -47,7 +47,7 @@ InferenceEngine::Blob::Ptr SplitTransformation::GenerateInput(const InferenceEng
 
 void SplitTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape  inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     SplitTransformationParam param;
     std::tie(precision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -64,7 +64,7 @@ void SplitTransformation::SetUp() {
 
 void SplitTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     SplitTransformationParam param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/strided_slice_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/strided_slice_transformation.cpp
index a0c4d48a9c2..9712ebf0121 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/strided_slice_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/strided_slice_transformation.cpp
@@ -26,7 +26,7 @@ inline std::ostream& operator<<(std::ostream& os, const std::vector<int64_t>& va
 
 std::string StridedSliceTransformation::getTestCaseName(testing::TestParamInfo<StridedSliceTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     StridedSliceTransformationParam param;;
@@ -42,7 +42,7 @@ std::string StridedSliceTransformation::getTestCaseName(testing::TestParamInfo<S
 
 void StridedSliceTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     StridedSliceTransformationParam param;
     std::tie(netPrecision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -65,7 +65,7 @@ void StridedSliceTransformation::SetUp() {
 
 void StridedSliceTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     StridedSliceTransformationParam param;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/subtract_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/subtract_transformation.cpp
index afb24897f82..55841cc8760 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/subtract_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/subtract_transformation.cpp
@@ -19,7 +19,7 @@ namespace LayerTestsDefinitions {
 
 std::string SubtractTransformation::getTestCaseName(testing::TestParamInfo<SubtractTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShapes, targetDevice, params) = obj.param;
@@ -29,7 +29,7 @@ std::string SubtractTransformation::getTestCaseName(testing::TestParamInfo<Subtr
 
 void SubtractTransformation::SetUp() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     std::tie(netPrecision, inputShape, targetDevice, params) = this->GetParam();
 
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/transpose_after_matmul_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/transpose_after_matmul_transformation.cpp
index d6682af481b..7135ab31f31 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/transpose_after_matmul_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/transpose_after_matmul_transformation.cpp
@@ -23,7 +23,7 @@ namespace LayerTestsDefinitions {
 
 std::string TransposeAfterMatMulTransformation::getTestCaseName(testing::TestParamInfo<TransposeAfterMatMulTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool perTensor;
@@ -39,7 +39,7 @@ std::string TransposeAfterMatMulTransformation::getTestCaseName(testing::TestPar
 
 void TransposeAfterMatMulTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool perTensor;
     bool transposeChannelDim;
@@ -52,7 +52,7 @@ void TransposeAfterMatMulTransformation::SetUp() {
 
 void TransposeAfterMatMulTransformation::validate() {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     bool perTensor;
diff --git a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/variadic_split_transformation.cpp b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/variadic_split_transformation.cpp
index 5c5444ee0fd..10ed9808061 100644
--- a/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/variadic_split_transformation.cpp
+++ b/inference-engine/tests/functional/plugin/shared/src/low_precision_transformations/variadic_split_transformation.cpp
@@ -17,7 +17,7 @@
 namespace LayerTestsDefinitions {
 std::string VariadicSplitTransformation::getTestCaseName(testing::TestParamInfo<VariadicSplitTransformationParams> obj) {
     ngraph::element::Type netPrecision;
-    ngraph::Shape  inputShapes;
+    ngraph::PartialShape inputShapes;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     VariadicSplitTransformationParam param;
@@ -38,7 +38,7 @@ std::string VariadicSplitTransformation::getTestCaseName(testing::TestParamInfo<
 
 InferenceEngine::Blob::Ptr VariadicSplitTransformation::GenerateInput(const InferenceEngine::InputInfo& info) const {
     ngraph::element::Type precision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     VariadicSplitTransformationParam param;
@@ -54,7 +54,7 @@ InferenceEngine::Blob::Ptr VariadicSplitTransformation::GenerateInput(const Infe
 
 void VariadicSplitTransformation::SetUp() {
     ngraph::element::Type precision;
-    ngraph::Shape  inputShape;
+    ngraph::PartialShape inputShape;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     VariadicSplitTransformationParam param;
     std::tie(precision, inputShape, targetDevice, params, param) = this->GetParam();
@@ -71,7 +71,7 @@ void VariadicSplitTransformation::SetUp() {
 
 void VariadicSplitTransformation::validate() {
     ngraph::element::Type netPrecision;
-    ngraph::Shape inputShape;
+    ngraph::PartialShape inputShape;
     std::string targetDevice;
     ngraph::pass::low_precision::LayerTransformation::Params params;
     VariadicSplitTransformationParam param;
diff --git a/inference-engine/tests/functional/shared_test_classes/include/shared_test_classes/base/low_precision_transformations/layer_transformation.hpp b/inference-engine/tests/functional/shared_test_classes/include/shared_test_classes/base/low_precision_transformations/layer_transformation.hpp
index 298c03f4e30..942e836d828 100644
--- a/inference-engine/tests/functional/shared_test_classes/include/shared_test_classes/base/low_precision_transformations/layer_transformation.hpp
+++ b/inference-engine/tests/functional/shared_test_classes/include/shared_test_classes/base/low_precision_transformations/layer_transformation.hpp
@@ -57,7 +57,7 @@ protected:
 
     static std::string getTestCaseNameByParams(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShapes,
+        const ngraph::PartialShape& inputShapes,
         const std::string& targetDevice,
         const ngraph::pass::low_precision::LayerTransformation::Params& params);
 };
diff --git a/inference-engine/tests/functional/shared_test_classes/src/base/low_precision_transformations/layer_transformation.cpp b/inference-engine/tests/functional/shared_test_classes/src/base/low_precision_transformations/layer_transformation.cpp
index 3a6dd4dc4ea..a3e110a9f97 100644
--- a/inference-engine/tests/functional/shared_test_classes/src/base/low_precision_transformations/layer_transformation.cpp
+++ b/inference-engine/tests/functional/shared_test_classes/src/base/low_precision_transformations/layer_transformation.cpp
@@ -103,7 +103,7 @@ std::string LayerTransformation::getTestCaseNameByParams(
 
 std::string LayerTransformation::getTestCaseNameByParams(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShapes,
+    const ngraph::PartialShape& inputShapes,
     const std::string& targetDevice,
     const ngraph::pass::low_precision::LayerTransformation::Params& params) {
     std::ostringstream result;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/add_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/add_function.hpp
index aa9cb1e0e71..b0b4e9ad693 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/add_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/add_function.hpp
@@ -71,7 +71,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const bool broadcast,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData1,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData2);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/avg_pool_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/avg_pool_function.hpp
index c48330a806c..3b411e3621f 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/avg_pool_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/avg_pool_function.hpp
@@ -27,7 +27,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData);
 
     static std::shared_ptr<ngraph::Function> getReference(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/clamp_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/clamp_function.hpp
index c09cf4b60dd..e48f1aa0575 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/clamp_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/clamp_function.hpp
@@ -27,7 +27,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
         const double clampLowConst,
         const double clampHighConst);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/concat_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/concat_function.hpp
index 21b3289d513..e3456ad2a4b 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/concat_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/concat_function.hpp
@@ -19,7 +19,7 @@ class ConcatFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantize1,
         const FakeQuantizeOnData& fakeQuantize2);
 
@@ -31,7 +31,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginalWithChildAndOutput(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantize1,
         const FakeQuantizeOnData& fakeQuantize2);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_backprop_data_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_backprop_data_function.hpp
index e276c15cc9e..77fd6d53cb9 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_backprop_data_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_backprop_data_function.hpp
@@ -29,7 +29,7 @@ public:
         const std::shared_ptr<opset1::Constant>& value = nullptr);
     static std::shared_ptr<Function> get(
         const element::Type netPrecision,
-        const Shape& inputShape,
+        const PartialShape& inputShape,
         const Shape& outputShape,
         const builder::subgraph::FakeQuantizeOnData& fqOnData,
         const std::shared_ptr<Node>& weights);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_function.hpp
index 85ec80922a4..0bff29ac9c3 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/convolution_function.hpp
@@ -34,7 +34,7 @@ public:
         bool isCrorrect);
 
     static std::shared_ptr<ngraph::Function> getOriginalWithIncorrectWeights(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         ngraph::element::Type precision,
         ngraph::builder::subgraph::FakeQuantizeOnWeights fakeQuantizeOnWeights,
         ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantizeOnData,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/depth_to_space_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/depth_to_space_function.hpp
index 6eb90026e19..2c24f740f7a 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/depth_to_space_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/depth_to_space_function.hpp
@@ -21,7 +21,7 @@ class DepthToSpaceFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::opset1::DepthToSpace::DepthToSpaceMode mode,
         const size_t blockSize);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_convolution_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_convolution_function.hpp
index a0c8718a5f3..8823779f613 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_convolution_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_convolution_function.hpp
@@ -25,7 +25,7 @@ public:
     // TODO: move to ConvolutionFunction
     static std::shared_ptr<ngraph::Function> get(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData,
         const FakeQuantizeOnWeights& fakeQuantizeOnWeights);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_two_output_branches_with_convolution_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_two_output_branches_with_convolution_function.hpp
index 74c471a04b7..49f613818f8 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_two_output_branches_with_convolution_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_and_two_output_branches_with_convolution_function.hpp
@@ -20,7 +20,7 @@ class FakeQuantizeAndTwoOutputBranchesWithConvolutionFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fqOnData,
         const FakeQuantizeOnWeights fqOnWeights1,
         FakeQuantizeOnWeights fqOnWeights2);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_function.hpp
index 3c2cda0e7fd..d1a212490da 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_function.hpp
@@ -25,7 +25,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginalWithMaxPool(
             const ngraph::element::Type precision,
-            const ngraph::Shape& inputShape,
+            const ngraph::PartialShape& inputShape,
             const FakeQuantizeOnData& fakeQuantizeOnData);
 
     static std::shared_ptr<ngraph::Function> getReference(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_precision_selection_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_precision_selection_function.hpp
index f0775e4a383..18422faaf62 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_precision_selection_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fake_quantize_precision_selection_function.hpp
@@ -35,7 +35,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ActualValues& values);
 
     static std::shared_ptr<ngraph::Function> getReference(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_convert_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_convert_function.hpp
index 22d37e27962..0530422e097 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_convert_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_convert_function.hpp
@@ -23,7 +23,7 @@ public:
             const bool constInput);
 
     static std::shared_ptr<ngraph::Function> getWithFQ(
-            const ngraph::Shape& inputShape,
+            const ngraph::PartialShape& inputShape,
             const ngraph::element::Type inputPrecision,
             const ngraph::builder::subgraph::DequantizationOperations& dequantization,
             const bool constInput);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_and_scale_shift_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_and_scale_shift_function.hpp
index 30c28261f01..2ac798cc0f2 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_and_scale_shift_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_and_scale_shift_function.hpp
@@ -17,7 +17,7 @@ class FuseFakeQuantizeAndScaleShiftFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData);
 };
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_function.hpp
index 9cb401132c5..4de97eb813b 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/fuse_fake_quantize_function.hpp
@@ -46,7 +46,7 @@ public:
             const FakeQuantizeOnDataWithConstant& fqOnData);
 
     static std::shared_ptr<ngraph::Function> get(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const std::vector<Branch>& branches,
         const ngraph::element::Type precisionFqOnData,
         const FakeQuantizeOnData& fqOnData);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/group_convolution_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/group_convolution_function.hpp
index dd9d8ae32a9..e4f4499e26c 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/group_convolution_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/group_convolution_function.hpp
@@ -29,7 +29,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::Shape& outputShape,
         const size_t groupCount,
         const int groupCalculationDimention,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/interpolate_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/interpolate_function.hpp
index 5ba5d38eeeb..b0fff2eedc4 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/interpolate_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/interpolate_function.hpp
@@ -23,7 +23,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::Shape& outputShape,
         const ngraph::op::InterpolateAttrs& interpAttrs);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_function.hpp
index 89bf9d29125..803eedaccae 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_function.hpp
@@ -19,14 +19,14 @@ class MatMulFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape inputShape,
+        const ngraph::PartialShape inputShape,
         const float low,
         const float high);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape inputShape1,
-        const ngraph::Shape inputShape2,
+        const ngraph::PartialShape inputShape1,
+        const ngraph::PartialShape inputShape2,
         const bool transpose1,
         const bool transpose2);
 
@@ -75,7 +75,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnDataWithConstant& fqOnData,
         const Constant& weights,
         const FakeQuantizeOnDataWithConstant& fqOnWeights,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_with_optimized_constant_fake_quantize_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_with_optimized_constant_fake_quantize_function.hpp
index e77c1e1d1cc..80b311b16a9 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_with_optimized_constant_fake_quantize_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mat_mul_with_optimized_constant_fake_quantize_function.hpp
@@ -16,8 +16,8 @@ class MatMulWithOptimizedConstantFakeQuantizeFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape1,
-        const ngraph::Shape& inputShape2,
+        const ngraph::PartialShape& inputShape1,
+        const ngraph::PartialShape& inputShape2,
         const FakeQuantizeOnData& fqOnData,
         const FakeQuantizeOnData& fqOnWeights);
 };
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/max_pool_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/max_pool_function.hpp
index 268c23f9e14..330aa690401 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/max_pool_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/max_pool_function.hpp
@@ -18,7 +18,7 @@ class MaxPoolFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData);
 
     static std::shared_ptr<ngraph::Function> get(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_function.hpp
index 0a4087f8c36..96c1b387e34 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_function.hpp
@@ -45,7 +45,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const bool broadcast,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData1,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData2);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_to_group_convolution_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_to_group_convolution_function.hpp
index 060ec7309f2..0c366a5637f 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_to_group_convolution_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_to_group_convolution_function.hpp
@@ -25,7 +25,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fqOnData);
 
     static std::shared_ptr<ngraph::Function> getReference(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_with_one_parent_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_with_one_parent_function.hpp
index 3aab5f89747..49dcc4f56c2 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_with_one_parent_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/multiply_with_one_parent_function.hpp
@@ -16,7 +16,7 @@ class MultiplyWithOneParentFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantize);
 };
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mvn_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mvn_function.hpp
index cba5c68893d..6fe7c6b2f79 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mvn_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/mvn_function.hpp
@@ -25,7 +25,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const AxisSet& reductionAxes,
         const bool& normalizeVariance);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/normalize_l2_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/normalize_l2_function.hpp
index 41fdd7917d2..d37d2ddfd54 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/normalize_l2_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/normalize_l2_function.hpp
@@ -21,7 +21,7 @@ class NormalizeL2Function {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const std::pair<ngraph::Shape, ngraph::Shape>& shapes,
+        const std::pair<ngraph::PartialShape, ngraph::Shape>& shapes,
         const ngraph::element::Type precisionOnActivation,
         const std::vector<uint64_t>& axes,
         const bool fuseMultiply,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/prelu_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/prelu_function.hpp
index a098b4c8b17..d1bf93feac3 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/prelu_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/prelu_function.hpp
@@ -20,7 +20,7 @@ public:
         const ngraph::builder::subgraph::DequantizationOperations& dequantization);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::element::Type precisionBeforeFq,
         const FakeQuantizeOnData& fqOnData);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reduce_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reduce_function.hpp
index deba5d14a34..c9f9162b8d6 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reduce_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reduce_function.hpp
@@ -54,7 +54,7 @@ public:
     template <typename ReduceType>
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData,
         const std::vector<int64_t>& constantValues,
         const bool keepDims) {
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/relu_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/relu_function.hpp
index d343899d5db..56b05246342 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/relu_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/relu_function.hpp
@@ -20,7 +20,7 @@ public:
         const ngraph::builder::subgraph::DequantizationOperations& dequantization);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::element::Type precisionBeforeFq,
         const FakeQuantizeOnData& fqOnData);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reshape_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reshape_function.hpp
index 17ef54ed450..44d817051bd 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reshape_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/reshape_function.hpp
@@ -23,7 +23,7 @@ public:
         const ngraph::builder::subgraph::DequantizationOperations& dequantization);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const std::vector<int>& reshapeConstValues,
         const ngraph::element::Type precisionBeforeFq,
         const FakeQuantizeOnData& fqOnData);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/shuffle_channels_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/shuffle_channels_function.hpp
index 0d9cc65fec9..8d1a87c11a9 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/shuffle_channels_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/shuffle_channels_function.hpp
@@ -26,7 +26,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type inputPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData,
         const std::int64_t axis,
         const std::int64_t group);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/split_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/split_function.hpp
index 73b1ef7dfd8..4300fdd172c 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/split_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/split_function.hpp
@@ -30,7 +30,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
         const int64_t splitedAxis,
         const size_t numSplit);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/squeeze_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/squeeze_function.hpp
index dddf8e6802d..13f68240343 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/squeeze_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/squeeze_function.hpp
@@ -22,7 +22,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData,
         const std::vector<float>& axes);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/strided_slice_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/strided_slice_function.hpp
index 3c048da6044..aaead6e245a 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/strided_slice_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/strided_slice_function.hpp
@@ -32,7 +32,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type inputPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fakeQuantize,
         const std::vector<int64_t>& begin,
         const std::vector<int64_t>& end,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_function.hpp
index 2de725ca64e..c849d46b3f3 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_function.hpp
@@ -19,7 +19,7 @@ class SubtractFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape);
+        const ngraph::PartialShape& inputShape);
 };
 
 }  // namespace subgraph
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_multiply_to_multiply_add_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_multiply_to_multiply_add_function.hpp
index b88da01c183..4617455d674 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_multiply_to_multiply_add_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/subtract_multiply_to_multiply_add_function.hpp
@@ -26,7 +26,7 @@ public:
         const ngraph::element::Type precisionAfterDequantization);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::element::Type precision,
         const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_after_mat_mul_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_after_mat_mul_function.hpp
index e8a13074078..544444b7e2a 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_after_mat_mul_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_after_mat_mul_function.hpp
@@ -19,7 +19,7 @@ class TransposeAfterMatMulFunction {
 public:
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape);
+        const ngraph::PartialShape& inputShape);
 };
 
 }  // namespace subgraph
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_function.hpp
index c61e67756e9..51de8537d7b 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/transpose_function.hpp
@@ -23,7 +23,7 @@ public:
         const ngraph::builder::subgraph::DequantizationOperations& dequantization);
 
     static std::shared_ptr<ngraph::Function> getOriginal(
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const std::vector<int>& transposeConstValues,
         const ngraph::element::Type precisionBeforeFq,
         const FakeQuantizeOnData& fqOnData);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/unsqueeze_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/unsqueeze_function.hpp
index 2e450e56192..bc472fbad6d 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/unsqueeze_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/unsqueeze_function.hpp
@@ -22,7 +22,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData,
         const std::vector<float>& axes);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/variadic_split_function.hpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/variadic_split_function.hpp
index 51bde4c9815..01bef64c4bf 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/variadic_split_function.hpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/include/lpt_ngraph_functions/variadic_split_function.hpp
@@ -28,7 +28,7 @@ public:
 
     static std::shared_ptr<ngraph::Function> getOriginal(
         const ngraph::element::Type originalFunctionPrecision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
         const int64_t splitedAxis,
         const std::vector<size_t>& splitLengths);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/add_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/add_function.cpp
index 56aadb2a249..438af17ff92 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/add_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/add_function.cpp
@@ -152,11 +152,11 @@ std::shared_ptr<ngraph::Function> AddFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> AddFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const bool broadcast,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData1,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData2) {
-    ngraph::Shape inputShape2 = inputShape;
+    ngraph::PartialShape inputShape2 = inputShape;
 
     if (broadcast) {
         inputShape2[2] = 1;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/avg_pool_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/avg_pool_function.cpp
index cf22df3b01b..ea3bccd1322 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/avg_pool_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/avg_pool_function.cpp
@@ -62,9 +62,9 @@ std::shared_ptr<ngraph::Function> AvgPoolFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> AvgPoolFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fakeQuantizeOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, inputShape);
 
     const auto fakeQuantize = ngraph::builder::makeFakeQuantize(
         input, originalFunctionPrecision, fakeQuantizeOnData.quantizationLevel, fakeQuantizeOnData.constantShape,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/clamp_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/clamp_function.cpp
index d61d9dbc359..cddaa740283 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/clamp_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/clamp_function.cpp
@@ -33,7 +33,7 @@ std::shared_ptr<ngraph::Function> ClampFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> ClampFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
     const double clampLowConst,
     const double clampHighConst) {
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/concat_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/concat_function.cpp
index 257f5535095..1b5a9d863a3 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/concat_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/concat_function.cpp
@@ -20,15 +20,15 @@ using namespace ngraph::pass;
 
 std::shared_ptr<ngraph::Function> ConcatFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData1,
     const FakeQuantizeOnData& fqOnData2) {
     const auto input1 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     input1->set_friendly_name("input1");
     const auto fakeQuantize1 = makeFakeQuantize(input1, precision, fqOnData1);
 
-    const std::vector<size_t> inputShape2 = inputShape;
-    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape2));
+    const auto inputShape2 = inputShape;
+    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape2);
     input2->set_friendly_name("input2");
     const auto fakeQuantize2 = makeFakeQuantize(input2, precision, fqOnData2);
 
@@ -79,7 +79,7 @@ std::shared_ptr<ngraph::Function> ConcatFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> ConcatFunction::getOriginalWithChildAndOutput(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData1,
     const FakeQuantizeOnData& fqOnData2) {
     const auto input1 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
@@ -87,8 +87,8 @@ std::shared_ptr<ngraph::Function> ConcatFunction::getOriginalWithChildAndOutput(
     const auto fakeQuantize1 = makeFakeQuantize(input1, precision, fqOnData1);
 
     std::shared_ptr<ngraph::opset1::Result> res1;
-    const std::vector<size_t> inputShape2 = inputShape;
-    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape2));
+    const auto inputShape2 = inputShape;
+    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape2);
     input2->set_friendly_name("input2");
     const auto fakeQuantize2 = makeFakeQuantize(input2, precision, fqOnData2);
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_backprop_data_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_backprop_data_function.cpp
index 8e78c677819..2e841c399d9 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_backprop_data_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_backprop_data_function.cpp
@@ -24,7 +24,7 @@ namespace subgraph {
 
 std::shared_ptr<Function> ConvolutionBackpropDataFunction::get(
     const element::Type netPrecision,
-    const Shape& inputShape,
+    const PartialShape& inputShape,
     const Shape& outputShape,
     const builder::subgraph::FakeQuantizeOnData& fqOnData,
     const std::shared_ptr<Node>& weights) {
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_function.cpp
index ea42797a427..2295010e12b 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/convolution_function.cpp
@@ -122,20 +122,20 @@ std::shared_ptr<ngraph::Function> ConvolutionFunction::getOriginalWithIncorrectW
 }
 
 std::shared_ptr<ngraph::Function> ConvolutionFunction::getOriginalWithIncorrectWeights(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     ngraph::element::Type precision,
     ngraph::builder::subgraph::FakeQuantizeOnWeights fakeQuantizeOnWeights,
     ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantizeOnData,
     bool isCorrect) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const auto fqOnData = fakeQuantizeOnData.empty() ?
         nullptr :
         ngraph::builder::makeFakeQuantize(
             input, precision, fakeQuantizeOnData.quantizationLevel, fakeQuantizeOnData.constantShape,
             fakeQuantizeOnData.inputLowValues, fakeQuantizeOnData.inputHighValues, fakeQuantizeOnData.outputLowValues, fakeQuantizeOnData.outputHighValues);
 
-    const size_t inputChannelsCount = inputShape[1];
-    const size_t outputChannelsCount = 2 * inputShape[1];
+    const size_t inputChannelsCount = inputShape[1].get_length();
+    const size_t outputChannelsCount = 2 * inputShape[1].get_length();
     const auto weights = ngraph::opset1::Constant::create(
         precision,
         ngraph::Shape{ outputChannelsCount, inputChannelsCount, 1, 1 },
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/depth_to_space_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/depth_to_space_function.cpp
index 8eb721f23df..6ec71836c8e 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/depth_to_space_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/depth_to_space_function.cpp
@@ -13,7 +13,7 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> DepthToSpaceFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::opset1::DepthToSpace::DepthToSpaceMode mode,
     const size_t blockSize) {
     const float low = 0.f;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_convolution_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_convolution_function.cpp
index a70b40ff74d..88b70645bd7 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_convolution_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_convolution_function.cpp
@@ -16,19 +16,19 @@ namespace subgraph {
 // TODO: remove, reuse mode extended method
 std::shared_ptr<ngraph::Function> FakeQuantizeAndConvolutionFunction::get(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData,
     const FakeQuantizeOnWeights& fqOnWeights) {
 
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const auto fakeQuantizeOnActivations = fqOnData.empty() ?
         nullptr :
         ngraph::builder::makeFakeQuantize(
             input, precision, fqOnData.quantizationLevel, fqOnData.constantShape,
             fqOnData.inputLowValues, fqOnData.inputHighValues, fqOnData.outputLowValues, fqOnData.outputHighValues);
 
-    const size_t inputChannelsCount = inputShape[1];
-    const size_t outputChannelsCount = 2 * inputShape[1];
+    const size_t inputChannelsCount = inputShape[1].get_length();
+    const size_t outputChannelsCount = 2 * inputShape[1].get_length();
     const auto weights = ngraph::opset1::Constant::create(
         precision,
         ngraph::Shape{ outputChannelsCount, inputChannelsCount, 1, 1 },
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_two_output_branches_with_convolution_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_two_output_branches_with_convolution_function.cpp
index 650e88b698c..c2283e33fd4 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_two_output_branches_with_convolution_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_and_two_output_branches_with_convolution_function.cpp
@@ -16,12 +16,12 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::opset1::Convolution> createConvolution(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const std::shared_ptr<Node>& parent,
     const FakeQuantizeOnWeights& fqOnWeights,
     bool typeRelaxed) {
-    const size_t inputChannelsCount = inputShape[1];
-    const size_t outputChannelsCount = 2 * inputShape[1];
+    const size_t inputChannelsCount = inputShape[1].get_length();
+    const size_t outputChannelsCount = 2 * inputShape[1].get_length();
     const auto weights = ngraph::opset1::Constant::create(
         precision,
         ngraph::Shape{ outputChannelsCount, inputChannelsCount, 1, 1 },
@@ -56,7 +56,7 @@ std::shared_ptr<ngraph::opset1::Convolution> createConvolution(
 
 std::shared_ptr<ngraph::Function> FakeQuantizeAndTwoOutputBranchesWithConvolutionFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData,
     const FakeQuantizeOnWeights fqOnWeights1,
     FakeQuantizeOnWeights fqOnWeights2) {
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_function.cpp
index 40554f46d65..e7ab4fe73ba 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_function.cpp
@@ -22,9 +22,9 @@ using namespace ngraph::pass;
 
 std::shared_ptr<ngraph::Function> FakeQuantizeFunction::getOriginalWithMaxPool(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape,
+        const ngraph::PartialShape& inputShape,
         const FakeQuantizeOnData& fakeQuantizeOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     input->set_friendly_name("input");
 
     const auto fakeQuantize = ngraph::builder::makeFakeQuantize(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_precision_selection_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_precision_selection_function.cpp
index 20c71967588..cb645f11401 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_precision_selection_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fake_quantize_precision_selection_function.cpp
@@ -18,9 +18,9 @@ using namespace ngraph::pass;
 
 std::shared_ptr<ngraph::Function> FakeQuantizePrecisionSelectionFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ActualValues& values) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     input->set_friendly_name("input");
     std::shared_ptr<ngraph::Node> parent = input;
 
@@ -48,8 +48,8 @@ std::shared_ptr<ngraph::Function> FakeQuantizePrecisionSelectionFunction::getOri
                     std::make_shared<opset1::Constant>(element::f32, Shape{}, std::vector<float>{ 0.01 })),
                 element::f32);
 
-        const size_t inputChannelsCount = inputShape[1];
-        const size_t outputChannelsCount = 2 * inputShape[1];
+        const size_t inputChannelsCount = inputShape[1].get_length();
+        const size_t outputChannelsCount = 2 * inputShape[1].get_length();
 
         const auto weights = ngraph::opset1::Constant::create(
             precision,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_convert_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_convert_function.cpp
index f4f4721267b..09f6577e6cc 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_convert_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_convert_function.cpp
@@ -40,18 +40,18 @@ std::shared_ptr<ngraph::Function> FuseConvertFunction::get(
 }
 
 std::shared_ptr<ngraph::Function> FuseConvertFunction::getWithFQ(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::element::Type inputPrecision,
     const ngraph::builder::subgraph::DequantizationOperations& dequantization,
     const bool constInput) {
     std::shared_ptr<Node> parent;
     std::shared_ptr<op::Parameter> input1;
     if (constInput) {
-        parent = std::make_shared<opset1::Constant>(inputPrecision, inputShape, std::vector<float>{ 128.f });
+        parent = std::make_shared<opset1::Constant>(inputPrecision, inputShape.to_shape(), std::vector<float>{ 128.f });
     } else {
         input1 = std::make_shared<ngraph::opset1::Parameter>(
                 inputPrecision,
-                ngraph::Shape(inputShape));
+                inputShape);
         parent = input1;
     }
     auto deqStructure = dequantization;
@@ -60,7 +60,7 @@ std::shared_ptr<ngraph::Function> FuseConvertFunction::getWithFQ(
 
     std::shared_ptr<op::Parameter> input2 = std::make_shared<ngraph::opset1::Parameter>(
             inputPrecision,
-            ngraph::Shape(inputShape));
+            inputShape);
 
     const auto fakeQuantizeOnActivations = ngraph::builder::makeFakeQuantize(
         input2, inputPrecision, 256ul, { 1ul },
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_and_scale_shift_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_and_scale_shift_function.cpp
index 6bb28eff007..48126da8baf 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_and_scale_shift_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_and_scale_shift_function.cpp
@@ -15,9 +15,9 @@ using namespace ngraph::pass;
 
 std::shared_ptr<ngraph::Function> FuseFakeQuantizeAndScaleShiftFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fakeQuantizeOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     input->set_friendly_name("input");
 
     const std::shared_ptr<Node> fakeQuantize = ngraph::builder::makeFakeQuantize(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_function.cpp
index 0ba9bdc5fd9..9befe458858 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/fuse_fake_quantize_function.cpp
@@ -86,7 +86,7 @@ std::shared_ptr<ngraph::Function> FuseFakeQuantizeFunction::getOriginal(
     }
 
 std::shared_ptr<ngraph::Function> FuseFakeQuantizeFunction::get(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const std::vector<Branch>& branches,
     const ngraph::element::Type precisionFqOnData,
     const FakeQuantizeOnData& fqOnData) {
@@ -101,7 +101,7 @@ std::shared_ptr<ngraph::Function> FuseFakeQuantizeFunction::get(
     ngraph::ParameterVector inputs;
     std::vector<std::shared_ptr<Node>> lastDequantizations;
     for (const Branch& branch : branches) {
-        const auto input = std::make_shared<ngraph::opset1::Parameter>(branch.precisionBeforeDequantization, ngraph::Shape(inputShape));
+        const auto input = std::make_shared<ngraph::opset1::Parameter>(branch.precisionBeforeDequantization, inputShape);
         inputs.push_back(input);
 
         const std::shared_ptr<Node> lastDequantization = makeDequantization(input, branch.dequantization);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/group_convolution_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/group_convolution_function.cpp
index 5d41f680410..6946e6219b1 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/group_convolution_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/group_convolution_function.cpp
@@ -129,13 +129,13 @@ std::shared_ptr<ngraph::Function> GroupConvolutionFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> GroupConvolutionFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::Shape& outputShape,
     const size_t groupCount,
     const int groupCalculationDimention,
     const FakeQuantizeOnData& fakeQuantizeOnData,
     const FakeQuantizeOnWeights& fakeQuantizeOnWeights) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
 
     std::shared_ptr<ngraph::Node> fakeQuantizeOnActivations;
     if (fakeQuantizeOnData.empty()) {
@@ -154,7 +154,7 @@ std::shared_ptr<ngraph::Function> GroupConvolutionFunction::getOriginal(
     //const size_t groupCount = 3ul;
     const size_t outputChannelsCount = outputShape[1];
     const size_t kernelSize = 5ul;
-    const size_t inputChannelsCount = inputShape[1];
+    const size_t inputChannelsCount = inputShape[1].get_length();
 
     std::vector<float> weightsValues = { 1.f };
     std::shared_ptr<ngraph::Node> weights = createWeightsOriginal(
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/interpolate_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/interpolate_function.cpp
index ba4491cb5d0..96a6782441d 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/interpolate_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/interpolate_function.cpp
@@ -30,7 +30,7 @@ std::shared_ptr<ngraph::Function> InterpolateFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> InterpolateFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::Shape& outputShape,
     const ngraph::op::InterpolateAttrs& interpAttrs) {
     float k = 50.f;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_function.cpp
index e4e6c55472c..a1004ad01c9 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_function.cpp
@@ -19,16 +19,16 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> MatMulFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape inputShape,
+    const ngraph::PartialShape inputShape,
     const float low,
     const float high) {
-    const auto input1 = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input1 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const auto fakeQuantize1 = ngraph::builder::makeFakeQuantize(
         input1, precision, 256ul, { 1ul },
         { low / 4.f }, { high / 4.f }, { low / 4.f }, { high / 4.f });
     fakeQuantize1->set_friendly_name("fakeQuantize1");
 
-    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input2 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const auto fakeQuantize2 = ngraph::builder::makeFakeQuantize(
         input2, precision, 256ul, { 1ul },
         { low / 8.f }, { high / 8.f }, { low / 8.f }, { high / 8.f });
@@ -51,12 +51,12 @@ std::shared_ptr<ngraph::Function> MatMulFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> MatMulFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape inputShape1,
-    const ngraph::Shape inputShape2,
+    const ngraph::PartialShape inputShape1,
+    const ngraph::PartialShape inputShape2,
     const bool transpose1,
     const bool transpose2) {
     const auto paramNode = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape1);
-    const std::vector<size_t> constShapes(inputShape1.size(), 1ul);
+    const std::vector<size_t> constShapes(inputShape1.rank().get_length(), 1ul);
     const auto fakeQuantizeOnAcitvations = ngraph::builder::makeFakeQuantize(
         paramNode, precision, 256ul, constShapes,
         { 0.f }, { 255.f / 4.f }, { 0.f }, { 255.f / 4.f });
@@ -64,7 +64,7 @@ std::shared_ptr<ngraph::Function> MatMulFunction::getOriginal(
 
     auto weightsConst = std::make_shared<ngraph::op::Constant>(
         precision,
-        inputShape2,
+        inputShape2.to_shape(),
         std::vector<float>({ 1.f }));
     const auto fakeQuantizeOnWeights = ngraph::builder::makeFakeQuantize(
         weightsConst, precision, 256ul, { 1ul, 1ul },
@@ -298,7 +298,7 @@ std::shared_ptr<ngraph::Function> MatMulFunction::getReference(
 
 std::shared_ptr<ngraph::Function> MatMulFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnDataWithConstant& fqOnData,
     const Constant& weights,
     const FakeQuantizeOnDataWithConstant& fqOnWeights,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_with_optimized_constant_fake_quantize_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_with_optimized_constant_fake_quantize_function.cpp
index 066eeb8226b..2522a2a1876 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_with_optimized_constant_fake_quantize_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mat_mul_with_optimized_constant_fake_quantize_function.cpp
@@ -13,11 +13,11 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> MatMulWithOptimizedConstantFakeQuantizeFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape1,
-    const ngraph::Shape& inputShape2,
+    const ngraph::PartialShape& inputShape1,
+    const ngraph::PartialShape& inputShape2,
     const FakeQuantizeOnData& fqOnData,
     const FakeQuantizeOnData& fqOnWeights) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape1));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape1);
 
     const auto lowConstantOnActivations = std::make_shared<ngraph::opset1::Constant>(precision, fqOnData.constantShape, fqOnData.inputLowValues);
     const auto highConstantOnActivations = std::make_shared<ngraph::opset1::Constant>(precision, fqOnData.constantShape, fqOnData.inputHighValues);
@@ -29,7 +29,7 @@ std::shared_ptr<ngraph::Function> MatMulWithOptimizedConstantFakeQuantizeFunctio
         highConstantOnActivations,
         fqOnWeights.quantizationLevel);
 
-    const ngraph::Shape weightsShape = { inputShape2[0], inputShape1[1] };
+    const ngraph::Shape weightsShape = { static_cast<size_t>(inputShape2[0].get_length()), static_cast<size_t>(inputShape1[1].get_length()) };
     const std::vector<float> weigths(weightsShape[0] * weightsShape[1], 10.f);
 
     const auto weightsConst = std::make_shared<ngraph::opset1::Constant>(precision, weightsShape, weigths);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/max_pool_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/max_pool_function.cpp
index 3a010e011d8..8132d4cfec2 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/max_pool_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/max_pool_function.cpp
@@ -16,9 +16,9 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> MaxPoolFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fakeQuantizeOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, inputShape);
 
     const auto fakeQuantize = ngraph::builder::makeFakeQuantize(
         input, originalFunctionPrecision, fakeQuantizeOnData.quantizationLevel, fakeQuantizeOnData.constantShape,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_function.cpp
index af50d3717e7..1d36d0f8e35 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_function.cpp
@@ -94,11 +94,11 @@ std::shared_ptr<ngraph::Function> MultiplyFunction::get(
 
 std::shared_ptr<ngraph::Function> MultiplyFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const bool broadcast,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fq1,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fq2) {
-    ngraph::Shape inputShape2 = inputShape;
+    auto inputShape2 = inputShape;
 
     if (broadcast) {
         inputShape2[2] = 1;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_to_group_convolution_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_to_group_convolution_function.cpp
index 4ae1873092f..e86d74ee7c7 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_to_group_convolution_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_to_group_convolution_function.cpp
@@ -37,13 +37,13 @@ std::shared_ptr<ngraph::Function> MultiplyToGroupConvolutionFunction::getOrigina
 
 std::shared_ptr<ngraph::Function> MultiplyToGroupConvolutionFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData) {
     const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const auto fakeQuantizeOnActivations = makeFakeQuantize(input, precision, fqOnData);
     const auto reshape = std::make_shared<ngraph::opset1::Reshape>(
         fakeQuantizeOnActivations,
-        std::make_shared<ngraph::opset1::Constant>(element::i32, Shape{ inputShape.size() }, inputShape),
+        std::make_shared<ngraph::opset1::Constant>(element::i32, Shape{ static_cast<size_t>(inputShape.rank().get_length()) }, inputShape.to_shape()),
         true);
     reshape->set_friendly_name("output");
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_with_one_parent_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_with_one_parent_function.cpp
index f23b0e6d66f..9cbeb8f2abd 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_with_one_parent_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/multiply_with_one_parent_function.cpp
@@ -13,9 +13,9 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> MultiplyWithOneParentFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fqOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
 
     const auto fakeQuantize = ngraph::builder::makeFakeQuantize(
             input, precision, fqOnData.quantizationLevel, fqOnData.constantShape,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mvn_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mvn_function.cpp
index 5820582492f..b18ce655711 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mvn_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/mvn_function.cpp
@@ -45,7 +45,7 @@ std::shared_ptr<ngraph::Function> MVNFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> MVNFunction::getOriginal(
     const ngraph::element::Type precision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const AxisSet& reductionAxes,
     const bool& normalizeVariance) {
     float k = 50.f;
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/normalize_l2_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/normalize_l2_function.cpp
index cd0a05e1371..693a042115d 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/normalize_l2_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/normalize_l2_function.cpp
@@ -16,7 +16,7 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> NormalizeL2Function::getOriginal(
     const ngraph::element::Type precision,
-    const std::pair<ngraph::Shape, ngraph::Shape>& shapes,
+    const std::pair<ngraph::PartialShape, ngraph::Shape>& shapes,
     const ngraph::element::Type precisionOnActivation,
     const std::vector<uint64_t>& axes,
     const bool fuseMultiply,
@@ -43,8 +43,11 @@ std::shared_ptr<ngraph::Function> NormalizeL2Function::getOriginal(
 
     ngraph::ResultVector results;
     if (fuseMultiply) {
-        const auto multiplyConst = std::make_shared<ngraph::op::Constant>(
-            precision, ngraph::Shape{ shapes.first[0], shapes.first[1], 1ul, 1ul }, std::vector<float>{ 2.f });
+        ngraph::Shape constantShape(4ul, 1ul);
+        constantShape[0] = shapes.first[0].get_length();
+        constantShape[1] = shapes.first[1].get_length();
+
+        const auto multiplyConst = std::make_shared<ngraph::op::Constant>(precision, constantShape, std::vector<float>{ 2.f });
         multiplyConst->set_friendly_name("multiplyConst");
         const auto multiply = std::make_shared<ngraph::opset1::Multiply>(normalizeL2->output(0), multiplyConst);
         multiply->set_friendly_name("output");
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/prelu_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/prelu_function.cpp
index f962d60e010..aefbfe3c0cf 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/prelu_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/prelu_function.cpp
@@ -32,12 +32,10 @@ std::shared_ptr<ngraph::Function> PReluFunction::getOriginal(
 }
 
 std::shared_ptr<ngraph::Function> PReluFunction::getOriginal(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::element::Type precisionBeforeFq,
     const FakeQuantizeOnData& fqOnData) {
-    const std::shared_ptr<op::v0::Parameter> input = std::make_shared<ngraph::opset1::Parameter>(
-        precisionBeforeFq,
-        ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precisionBeforeFq, inputShape);
 
     const std::shared_ptr<Node> quantizationOp = fqOnData.empty() ?
         std::dynamic_pointer_cast<ngraph::Node>(input) :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/relu_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/relu_function.cpp
index 4a3c5a0e341..f7690715879 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/relu_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/relu_function.cpp
@@ -30,12 +30,10 @@ std::shared_ptr<ngraph::Function> ReluFunction::getOriginal(
 }
 
 std::shared_ptr<ngraph::Function> ReluFunction::getOriginal(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::element::Type precisionBeforeFq,
     const FakeQuantizeOnData& fqOnData) {
-    const std::shared_ptr<op::v0::Parameter> input = std::make_shared<ngraph::opset1::Parameter>(
-        precisionBeforeFq,
-        ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precisionBeforeFq, inputShape);
 
     const std::shared_ptr<Node> quantizationOp = fqOnData.empty() ?
         std::dynamic_pointer_cast<ngraph::Node>(input) :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/reshape_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/reshape_function.cpp
index a425d0ddfa1..e03dae4b27a 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/reshape_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/reshape_function.cpp
@@ -31,13 +31,11 @@ std::shared_ptr<ngraph::Function> ReshapeFunction::getOriginal(
 }
 
 std::shared_ptr<ngraph::Function> ReshapeFunction::getOriginal(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const std::vector<int>& reshapeConstValues,
     const ngraph::element::Type precisionBeforeFq,
     const FakeQuantizeOnData& fqOnData) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(
-        precisionBeforeFq,
-        ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precisionBeforeFq, inputShape);
 
     const std::shared_ptr<Node> quantizationOp = fqOnData.empty() ?
         std::dynamic_pointer_cast<ngraph::Node>(input) :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/shuffle_channels_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/shuffle_channels_function.cpp
index ab77765b47b..7884372138c 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/shuffle_channels_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/shuffle_channels_function.cpp
@@ -35,7 +35,7 @@ std::shared_ptr<Function> ShuffleChannelsFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> ShuffleChannelsFunction::getOriginal(
     const ngraph::element::Type inputPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData,
     const std::int64_t axis,
     const std::int64_t group) {
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/split_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/split_function.cpp
index 641555d9718..044c490c3c6 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/split_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/split_function.cpp
@@ -48,7 +48,7 @@ std::shared_ptr<ngraph::Function> SplitFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> SplitFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
     int64_t splitedAxis, size_t numSplit) {
     const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, inputShape);
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/squeeze_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/squeeze_function.cpp
index d584f2c64c6..3799349f773 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/squeeze_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/squeeze_function.cpp
@@ -33,10 +33,10 @@ std::shared_ptr<ngraph::Function> SqueezeFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> SqueezeFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fakeQuantizeOnData,
     const std::vector<float>& axes) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, inputShape);
 
     const auto fakeQuantize = fakeQuantizeOnData.empty() ?
         nullptr :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/strided_slice_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/strided_slice_function.cpp
index b12019355c1..aa2e5421b62 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/strided_slice_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/strided_slice_function.cpp
@@ -54,7 +54,7 @@ std::shared_ptr<ngraph::Function> StridedSliceFunction::getOriginal(
 
 std::shared_ptr<ngraph::Function> StridedSliceFunction::getOriginal(
     const ngraph::element::Type inputPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fakeQuantize,
     const std::vector<int64_t>& begin,
     const std::vector<int64_t>& end,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_function.cpp
index c90d774a042..cf2726ac776 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_function.cpp
@@ -16,18 +16,19 @@ namespace builder {
 namespace subgraph {
     std::shared_ptr<ngraph::Function> SubtractFunction::getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape) {
+        const ngraph::PartialShape& inputShape) {
         const float k = 50.f;
 
-        const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, ngraph::Shape(inputShape));
+        const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
         const auto fakeQuantizeOnActivations = ngraph::builder::makeFakeQuantize(
             input, precision, 256ul, { 1ul },
             { 0.f }, { 255.f / k }, { 0.f }, { 255.f / k });
 
+        const size_t channelsValue = inputShape[1].get_length();
         const auto weights = ngraph::opset1::Constant::create(
             precision,
-            ngraph::Shape{ inputShape[1], inputShape[1], 1, 1 },
-            std::vector<float>(inputShape[1] * inputShape[1], 1));
+            ngraph::Shape{ channelsValue, channelsValue, 1, 1 },
+            std::vector<float>(channelsValue * channelsValue, 1));
 
         const auto convolution = std::make_shared<ngraph::opset1::Convolution>(
             fakeQuantizeOnActivations == nullptr ? input : fakeQuantizeOnActivations,
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_multiply_to_multiply_add_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_multiply_to_multiply_add_function.cpp
index 9317d199be2..d34ed6198fb 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_multiply_to_multiply_add_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/subtract_multiply_to_multiply_add_function.cpp
@@ -30,13 +30,10 @@ std::shared_ptr<ngraph::Function> SubtractMultiplyToMultiplyAddFunction::getOrig
 }
 
 std::shared_ptr<ngraph::Function> SubtractMultiplyToMultiplyAddFunction::getOriginal(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::element::Type precision,
     const ngraph::builder::subgraph::FakeQuantizeOnData& fqOnData) {
-    const std::shared_ptr<op::v0::Parameter> input = std::make_shared<ngraph::opset1::Parameter>(
-        precision,
-        ngraph::Shape(inputShape));
-
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
     const std::shared_ptr<Node> fq = makeFakeQuantize(input, precision, fqOnData);
 
     const std::shared_ptr<ngraph::opset1::Reshape> reshape1 = std::make_shared<ngraph::opset1::Reshape>(
@@ -44,12 +41,12 @@ std::shared_ptr<ngraph::Function> SubtractMultiplyToMultiplyAddFunction::getOrig
         std::make_shared<ngraph::opset1::Constant>(
             ngraph::element::i64,
             Shape({ 3 }),
-            std::vector<int64_t>({ static_cast<int64_t>(inputShape[0]), static_cast<int64_t>(inputShape[1]), -1 })),
+            std::vector<int64_t>({ inputShape[0].get_length(), inputShape[1].get_length(), -1 })),
         false);
 
     const std::shared_ptr<ngraph::opset1::Reshape> reshape2 = std::make_shared<ngraph::opset1::Reshape>(
         reshape1,
-        std::make_shared<ngraph::opset1::Constant>(ngraph::element::i64, Shape({ 4 }), inputShape),
+        std::make_shared<ngraph::opset1::Constant>(ngraph::element::i64, Shape({ 4 }), inputShape.to_shape()),
         false);
 
     ngraph::ResultVector results{ std::make_shared<ngraph::opset1::Result>(reshape2) };
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_after_mat_mul_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_after_mat_mul_function.cpp
index 4e698c7908b..250f5de0c07 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_after_mat_mul_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_after_mat_mul_function.cpp
@@ -16,7 +16,7 @@ namespace builder {
 namespace subgraph {
     std::shared_ptr<ngraph::Function> TransposeAfterMatMulFunction::getOriginal(
         const ngraph::element::Type precision,
-        const ngraph::Shape& inputShape) {
+        const ngraph::PartialShape& inputShape) {
         const auto input1 = std::make_shared<ngraph::opset1::Parameter>(precision, inputShape);
         input1->set_friendly_name("input1");
 
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_function.cpp
index ea02fbe0beb..892cb19f231 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/transpose_function.cpp
@@ -30,13 +30,11 @@ std::shared_ptr<ngraph::Function> TransposeFunction::getOriginal(
 }
 
 std::shared_ptr<ngraph::Function> TransposeFunction::getOriginal(
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const std::vector<int>& transposeConstValues,
     const ngraph::element::Type precisionBeforeFq,
     const FakeQuantizeOnData& fqOnData) {
-    const std::shared_ptr<op::v0::Parameter> input = std::make_shared<ngraph::opset1::Parameter>(
-        precisionBeforeFq,
-        ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(precisionBeforeFq, inputShape);
 
     const std::shared_ptr<Node> quantizationOp = fqOnData.empty() ?
         std::dynamic_pointer_cast<ngraph::Node>(input) :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/unsqueeze_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/unsqueeze_function.cpp
index b272acf01e2..7b292871794 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/unsqueeze_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/unsqueeze_function.cpp
@@ -33,10 +33,10 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> UnsqueezeFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const FakeQuantizeOnData& fakeQuantizeOnData,
     const std::vector<float>& axes) {
-    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, ngraph::Shape(inputShape));
+    const auto input = std::make_shared<ngraph::opset1::Parameter>(originalFunctionPrecision, inputShape);
 
     const auto fakeQuantize = fakeQuantizeOnData.empty() ?
         nullptr :
diff --git a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/variadic_split_function.cpp b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/variadic_split_function.cpp
index c60acbbb237..a9ffe853d8e 100644
--- a/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/variadic_split_function.cpp
+++ b/inference-engine/tests/ngraph_helpers/lpt_ngraph_functions/src/variadic_split_function.cpp
@@ -37,7 +37,7 @@ namespace subgraph {
 
 std::shared_ptr<ngraph::Function> VariadicSplitFunction::getOriginal(
     const ngraph::element::Type originalFunctionPrecision,
-    const ngraph::Shape& inputShape,
+    const ngraph::PartialShape& inputShape,
     const ngraph::builder::subgraph::FakeQuantizeOnData fakeQuantize,
     const int64_t splitedAxis,
     const std::vector<size_t>& splitLengths) {