diff --git a/inference-engine/src/readers/ir_reader/ie_ir_parser.cpp b/inference-engine/src/readers/ir_reader/ie_ir_parser.cpp
index 4c4b63d542e..05a48664f52 100644
--- a/inference-engine/src/readers/ir_reader/ie_ir_parser.cpp
+++ b/inference-engine/src/readers/ir_reader/ie_ir_parser.cpp
@@ -663,14 +663,9 @@ std::shared_ptr<ngraph::Node> V10Parser::XmlDeserializer::createNode(
                                                     const Blob::CPtr& weights,
                                                     const GenericLayerParams& params) {
     static const InferenceEngine::details::caseless_unordered_map<std::string, std::shared_ptr<LayerBaseCreator>> creators = {
-        { "LessEqual", std::make_shared<LayerCreator<ngraph::op::v1::LessEqual>>("LessEqual") },
         { "ReorgYolo", std::make_shared<LayerCreator<ngraph::op::ReorgYolo>>("ReorgYolo") },
         { "PSROIPooling", std::make_shared<LayerCreator<ngraph::op::PSROIPooling>>("PSROIPooling") },
         { "VariadicSplit", std::make_shared<LayerCreator<ngraph::op::VariadicSplit>>("VariadicSplit") },
-        { "LogicalAnd", std::make_shared<LayerCreator<ngraph::op::v1::LogicalAnd>>("LogicalAnd") },
-        { "LogicalOr", std::make_shared<LayerCreator<ngraph::op::v1::LogicalOr>>("LogicalOr") },
-        { "LogicalXor", std::make_shared<LayerCreator<ngraph::op::v1::LogicalXor>>("LogicalXor") },
-        { "LogicalNot", std::make_shared<LayerCreator<ngraph::op::v1::LogicalNot>>("LogicalNot") },
     };
 
     // Check that operation in default opsets
@@ -833,15 +828,6 @@ std::shared_ptr<ngraph::Node> V10Parser::XmlDeserializer::createNode(
 }
 
 namespace InferenceEngine {
-// LessEqual layer
-template <>
-std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::v1::LessEqual>::createLayer(
-        const ngraph::OutputVector& inputs, const pugi::xml_node& node, const Blob::CPtr& weights,
-        const GenericLayerParams& layerParsePrms) {
-    checkParameters(inputs, layerParsePrms, 2);
-    return std::make_shared<ngraph::op::v1::LessEqual>(inputs[0], inputs[1]);
-}
-
 // VariadicSplit layer
 template <>
 std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::VariadicSplit>::createLayer(
@@ -903,40 +889,4 @@ std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::PSROIPooling>:
                                                       spatial_bins_y, mode);
 }
 
-// LogicalAnd layer
-template <>
-std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::v1::LogicalAnd>::createLayer(
-    const ngraph::OutputVector & inputs, const pugi::xml_node& node, const Blob::CPtr& weights,
-    const GenericLayerParams& layerParsePrms) {
-    checkParameters(inputs, layerParsePrms, 2);
-    return std::make_shared<ngraph::op::v1::LogicalAnd>(inputs[0], inputs[1]);
-}
-
-// LogicalOr layer
-template <>
-std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::v1::LogicalOr>::createLayer(
-    const ngraph::OutputVector & inputs, const pugi::xml_node& node, const Blob::CPtr& weights,
-    const GenericLayerParams& layerParsePrms) {
-    checkParameters(inputs, layerParsePrms, 2);
-    return std::make_shared<ngraph::op::v1::LogicalOr>(inputs[0], inputs[1]);
-}
-
-// LogicalXor layer
-template <>
-std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::v1::LogicalXor>::createLayer(
-    const ngraph::OutputVector & inputs, const pugi::xml_node& node, const Blob::CPtr& weights,
-    const GenericLayerParams& layerParsePrms) {
-    checkParameters(inputs, layerParsePrms, 2);
-    return std::make_shared<ngraph::op::v1::LogicalXor>(inputs[0], inputs[1]);
-}
-
-// LogicalNot layer
-template <>
-std::shared_ptr<ngraph::Node> V10Parser::LayerCreator<ngraph::op::v1::LogicalNot>::createLayer(
-    const ngraph::OutputVector & inputs, const pugi::xml_node& node, const Blob::CPtr& weights,
-    const GenericLayerParams& layerParsePrms) {
-    checkParameters(inputs, layerParsePrms, 1);
-    return std::make_shared<ngraph::op::v1::LogicalNot>(inputs[0]);
-}
-
 }  // namespace InferenceEngine
diff --git a/ngraph/core/include/ngraph/op/util/binary_elementwise_logical.hpp b/ngraph/core/include/ngraph/op/util/binary_elementwise_logical.hpp
index 5a8cbe6932f..f1377b6c225 100644
--- a/ngraph/core/include/ngraph/op/util/binary_elementwise_logical.hpp
+++ b/ngraph/core/include/ngraph/op/util/binary_elementwise_logical.hpp
@@ -74,7 +74,7 @@ namespace ngraph
 
             private:
                 void validate_and_infer_elementwise_logical(const op::AutoBroadcastSpec& autob);
-                AutoBroadcastSpec m_autob;
+                AutoBroadcastSpec m_autob = AutoBroadcastSpec::NUMPY;
             };
         }
     }